Overview

Dataset statistics

Number of variables70
Number of observations107583
Missing cells3980886
Missing cells (%)52.9%
Duplicate rows6156
Duplicate rows (%)5.7%
Total size in memory167.7 MiB
Average record size in memory1.6 KiB

Variable types

NUM45
CAT16
BOOL7
UNSUPPORTED2

Warnings

Dataset has 6156 (5.7%) duplicate rows Duplicates
Publication (Citation) has a high cardinality: 66 distinct values High cardinality
Data contributor has a high cardinality: 56 distinct values High cardinality
City has a high cardinality: 98 distinct values High cardinality
SET is highly correlated with PMVHigh correlation
PMV is highly correlated with SETHigh correlation
Air temperature (¡F) is highly correlated with Air temperature (¡C) and 15 other fieldsHigh correlation
Air temperature (¡C) is highly correlated with Air temperature (¡F) and 15 other fieldsHigh correlation
Ta_h (¡C) is highly correlated with Air temperature (¡C) and 17 other fieldsHigh correlation
Ta_h (¡F) is highly correlated with Air temperature (¡C) and 17 other fieldsHigh correlation
Ta_m (¡C) is highly correlated with Air temperature (¡C) and 17 other fieldsHigh correlation
Ta_l (¡C) is highly correlated with Air temperature (¡C) and 17 other fieldsHigh correlation
Ta_l (¡F) is highly correlated with Air temperature (¡C) and 17 other fieldsHigh correlation
Operative temperature (¡C) is highly correlated with Air temperature (¡C) and 17 other fieldsHigh correlation
Operative temperature (¡F) is highly correlated with Air temperature (¡C) and 17 other fieldsHigh correlation
Radiant temperature (¡C) is highly correlated with Air temperature (¡C) and 17 other fieldsHigh correlation
Radiant temperature (¡F) is highly correlated with Air temperature (¡C) and 17 other fieldsHigh correlation
Globe temperature (¡C) is highly correlated with Air temperature (¡C) and 17 other fieldsHigh correlation
Globe temperature (¡F) is highly correlated with Air temperature (¡C) and 17 other fieldsHigh correlation
Tg_h (¡C) is highly correlated with Air temperature (¡C) and 15 other fieldsHigh correlation
Tg_h (¡F) is highly correlated with Air temperature (¡C) and 15 other fieldsHigh correlation
Tg_m (¡C) is highly correlated with Air temperature (¡C) and 17 other fieldsHigh correlation
Tg_m (¡F) is highly correlated with Air temperature (¡C) and 17 other fieldsHigh correlation
Tg_l (¡C) is highly correlated with Ta_h (¡C) and 13 other fieldsHigh correlation
Tg_l (¡F) is highly correlated with Ta_h (¡C) and 13 other fieldsHigh correlation
Air velocity (fpm) is highly correlated with Air velocity (m/s) and 2 other fieldsHigh correlation
Air velocity (m/s) is highly correlated with Air velocity (fpm) and 2 other fieldsHigh correlation
Velocity_h (m/s) is highly correlated with Air velocity (m/s) and 2 other fieldsHigh correlation
Velocity_h (fpm) is highly correlated with Air velocity (m/s) and 2 other fieldsHigh correlation
Velocity_m (fpm) is highly correlated with Velocity_m (m/s)High correlation
Velocity_m (m/s) is highly correlated with Velocity_m (fpm)High correlation
Velocity_l (fpm) is highly correlated with Velocity_l (m/s)High correlation
Velocity_l (m/s) is highly correlated with Velocity_l (fpm)High correlation
Outdoor monthly air temperature (¡F) is highly correlated with Outdoor monthly air temperature (¡C)High correlation
Outdoor monthly air temperature (¡C) is highly correlated with Outdoor monthly air temperature (¡F)High correlation
Data contributor is highly correlated with Publication (Citation) and 3 other fieldsHigh correlation
Publication (Citation) is highly correlated with Data contributor and 3 other fieldsHigh correlation
Climate is highly correlated with Koppen climate classification and 1 other fieldsHigh correlation
Koppen climate classification is highly correlated with Climate and 1 other fieldsHigh correlation
City is highly correlated with Data contributor and 4 other fieldsHigh correlation
Country is highly correlated with Publication (Citation) and 2 other fieldsHigh correlation
Building type is highly correlated with Publication (Citation)High correlation
Database is highly correlated with Publication (Citation) and 2 other fieldsHigh correlation
Publication (Citation) has 1655 (1.5%) missing values Missing
Building type has 4199 (3.9%) missing values Missing
Cooling startegy_building level has 1227 (1.1%) missing values Missing
Cooling startegy_operation mode for MM buildings has 81064 (75.4%) missing values Missing
Heating strategy_building level has 69818 (64.9%) missing values Missing
Age has 64004 (59.5%) missing values Missing
Sex has 40548 (37.7%) missing values Missing
Thermal sensation has 3129 (2.9%) missing values Missing
Thermal sensation acceptability has 45139 (42.0%) missing values Missing
Thermal preference has 22083 (20.5%) missing values Missing
Air movement acceptability has 91236 (84.8%) missing values Missing
Air movement preference has 64208 (59.7%) missing values Missing
Thermal comfort has 71248 (66.2%) missing values Missing
PMV has 40849 (38.0%) missing values Missing
PPD has 40849 (38.0%) missing values Missing
SET has 41065 (38.2%) missing values Missing
Clo has 7920 (7.4%) missing values Missing
Met has 17164 (16.0%) missing values Missing
activity_10 has 98773 (91.8%) missing values Missing
activity_20 has 97884 (91.0%) missing values Missing
activity_30 has 98829 (91.9%) missing values Missing
activity_60 has 97986 (91.1%) missing values Missing
Air temperature (¡C) has 7672 (7.1%) missing values Missing
Air temperature (¡F) has 7672 (7.1%) missing values Missing
Ta_h (¡C) has 79559 (74.0%) missing values Missing
Ta_h (¡F) has 79559 (74.0%) missing values Missing
Ta_m (¡C) has 76435 (71.0%) missing values Missing
Ta_m (¡F) has 76418 (71.0%) missing values Missing
Ta_l (¡C) has 97135 (90.3%) missing values Missing
Ta_l (¡F) has 97135 (90.3%) missing values Missing
Operative temperature (¡C) has 69620 (64.7%) missing values Missing
Operative temperature (¡F) has 69620 (64.7%) missing values Missing
Radiant temperature (¡C) has 75110 (69.8%) missing values Missing
Radiant temperature (¡F) has 75111 (69.8%) missing values Missing
Globe temperature (¡C) has 81579 (75.8%) missing values Missing
Globe temperature (¡F) has 81579 (75.8%) missing values Missing
Tg_h (¡C) has 54578 (50.7%) missing values Missing
Tg_h (¡F) has 54578 (50.7%) missing values Missing
Tg_m (¡C) has 81697 (75.9%) missing values Missing
Tg_m (¡F) has 81697 (75.9%) missing values Missing
Tg_l (¡C) has 84335 (78.4%) missing values Missing
Tg_l (¡F) has 84335 (78.4%) missing values Missing
Relative humidity (%) has 9821 (9.1%) missing values Missing
Humidity preference has 95340 (88.6%) missing values Missing
Humidity sensation has 95043 (88.3%) missing values Missing
Air velocity (m/s) has 17691 (16.4%) missing values Missing
Air velocity (fpm) has 17702 (16.5%) missing values Missing
Velocity_h (m/s) has 85604 (79.6%) missing values Missing
Velocity_h (fpm) has 85604 (79.6%) missing values Missing
Velocity_m (m/s) has 79263 (73.7%) missing values Missing
Velocity_m (fpm) has 79263 (73.7%) missing values Missing
Velocity_l (m/s) has 97331 (90.5%) missing values Missing
Velocity_l (fpm) has 97331 (90.5%) missing values Missing
Subject«s height (cm) has 87230 (81.1%) missing values Missing
Subject«s weight (kg) has 82921 (77.1%) missing values Missing
Blind (curtain) has 101848 (94.7%) missing values Missing
Fan has 94397 (87.7%) missing values Missing
Window has 85504 (79.5%) missing values Missing
Door has 96453 (89.7%) missing values Missing
Heater has 99245 (92.2%) missing values Missing
Outdoor monthly air temperature (¡C) has 28245 (26.3%) missing values Missing
Outdoor monthly air temperature (¡F) has 28247 (26.3%) missing values Missing
Air velocity (m/s) is highly skewed (γ1 = 60.75293798) Skewed
Air velocity (fpm) is highly skewed (γ1 = 61.31706545) Skewed
Velocity_m (m/s) is highly skewed (γ1 = 34.44913019) Skewed
Velocity_m (fpm) is highly skewed (γ1 = 34.41103723) Skewed
Thermal comfort is an unsupported type, check if it needs cleaning or further analysis Unsupported
Ta_m (¡F) is an unsupported type, check if it needs cleaning or further analysis Unsupported
Thermal sensation has 40879 (38.0%) zeros Zeros
PMV has 2880 (2.7%) zeros Zeros
Humidity sensation has 6483 (6.0%) zeros Zeros
Air velocity (m/s) has 2747 (2.6%) zeros Zeros
Air velocity (fpm) has 2147 (2.0%) zeros Zeros

Reproduction

Analysis started2020-09-06 14:10:42.639270
Analysis finished2020-09-06 14:14:30.456273
Duration3 minutes and 47.82 seconds
Software versionpandas-profiling v2.9.0
Download configurationconfig.yaml

Variables

Publication (Citation)
Categorical

HIGH CARDINALITY
HIGH CORRELATION
MISSING

Distinct66
Distinct (%)0.1%
Missing1655
Missing (%)1.5%
Memory size840.6 KiB
Oseland, Nigel A. 1998. Acceptable Temperature Ranges in Naturally Ventilated and Air-Conditioned Offices. ASHRAE Transactions. 104 (Part 1B): 1018-1030. Atlanta, Ga.:ASHRAE.
20997 
Manu, S., Shukla, Y., Rawal, R., Thomas, L. E., & de Dear, R. (2016). Field studies of thermal comfort across multiple climate zones for the subcontinent: India Model for Adaptive Comfort (IMAC). Building and Environment, 98, 55‰ÛÒ70.
6330 
Indraganti, Madhavi, et al. "Adaptive model of thermal comfort for offices in hot and humid climates of India." Building and Environment 74 (2014): 39-736.
 
6048
De Vecchi, R. et al. "Thermal history and its influence on occupants' thermal acceptability and cooling preferences in warm-humid climates: a new desire for comfort?" Proceedings of 7th Windsor Conference: The changing context of comfort in an unpredictable world Cumberland Lodge, Windsor, UK, 12-15 April 2012. London: Network for Comfort and Energy Use in Buildings, http://nceub.org.uk.
 
5036
Stoops, J. L."The thermal environmentand occupant perceptions in European office buildings". Doctoral thesis. Chalmers University of Technology, 2000. ISBN: 993-356207-x.
 
4655
Other values (61)
62862 
ValueCountFrequency (%) 
Oseland, Nigel A. 1998. Acceptable Temperature Ranges in Naturally Ventilated and Air-Conditioned Offices. ASHRAE Transactions. 104 (Part 1B): 1018-1030. Atlanta, Ga.:ASHRAE.2099719.5%
 
Manu, S., Shukla, Y., Rawal, R., Thomas, L. E., & de Dear, R. (2016). Field studies of thermal comfort across multiple climate zones for the subcontinent: India Model for Adaptive Comfort (IMAC). Building and Environment, 98, 55‰ÛÒ70.63305.9%
 
Indraganti, Madhavi, et al. "Adaptive model of thermal comfort for offices in hot and humid climates of India." Building and Environment 74 (2014): 39-736.60485.6%
 
De Vecchi, R. et al. "Thermal history and its influence on occupants' thermal acceptability and cooling preferences in warm-humid climates: a new desire for comfort?" Proceedings of 7th Windsor Conference: The changing context of comfort in an unpredictable world Cumberland Lodge, Windsor, UK, 12-15 April 2012. London: Network for Comfort and Energy Use in Buildings, http://nceub.org.uk. 50364.7%
 
Stoops, J. L."The thermal environmentand occupant perceptions in European office buildings". Doctoral thesis. Chalmers University of Technology, 2000. ISBN: 993-356207-x.46554.3%
 
Nicol, J. F., G. N. Jami, O. Sykes, M. Humpherys, S. Roaf and M. Hancock. (1994) Thermal Comfort in Pakistan. Oxford Brookes University.41993.9%
 
Kwok, A.G. "Thermal Comfort in Tropical Classrooms." ASHRAE Trans., V. 104 (1), 1998.35443.3%
 
de Dear, R. J. and A. Auliciems (1985) "Validation of the Predicted Mean Vote model of thermal comfort in six Australian field studies." ASHRAE Trans., V. 91(2), pp. 452- 468.35383.3%
 
Teli, D., Jentsch, M. F., & James, P. A. (2012). Naturally ventilated classrooms: An assessment of existing comfort models for predicting the thermal sensation and preference of primary school children. Energy and Buildings, 53, 166-182.29902.8%
 
Honnekeri, A., Brager, G., Dhaka, S., & Mathur, J. (2014). Comfort and adaptation in mixed-mode buildings in a hot-dry climate.28592.7%
 
Langevin J, Gurian PL, & Wen J. åÊ(2015). Tracking the human-building interaction: A longitudinal field study of occ upant behavior in air-conditioned offices. åÊJournal of Environmental Psychology, 42, 94-115.24972.3%
 
Konis, Kyle."Evaluating daylighting effectiveness and occupant visual comfort in a side-lit open-plan office building in San Francisco, California". Building and Environment 59. 1 (2013); 662-667.24822.3%
 
Schiller, G. E. (1990) A comparison of measured and predicted comfort in office buildings. ASHRAE Transactions, 96(1).23492.2%
 
Candido, C.M., 2010. Indoor air movement acceptability and thermal comfort in hot-humid climates.20751.9%
 
Gail Brager, Gwelen Paliaga, Richard de Dear. Operable windows, personal control and occupant comfort. ASHRAE Transactions. 110(2)20751.9%
 
Newsham, G. R. and D. K. Tiller. (1995) A field study of Thermal Comfort using questionnaire software. IRC Internal Report. No 708.18591.7%
 
Luo, M. Zhou, X. Zhu Y., Zhang, D. Cao, B. Exploring the dynamic process of human thermal adaptation: A study in teaching building, Energy and Buildings 127 (2016), 425-432.18101.7%
 
Cao, Bin, et al. "Field study of human thermal comfort and thermal adaptability during the summer and winter in Beijing." Energy and Buildings 43.5 (2011): 1051-1056.17351.6%
 
Bouden, C., and N. Ghrab. "An adaptive thermal comfort model for the Tunisian context: a field study results."ÊEnergy and Buildings 37.9 (2005): 952-963.16511.5%
 
Baker, N and M. Standeven. (1995) "A Behavioural Approach to Thermal Comfort Assessment in Naturally Ventilated Buildings". Proceedings from CIBSE National Conference, Ch 76-84.16261.5%
 
Romero, R. A., Boj—rquez, G., Corral, M., & Gallegos, R. (2013). Energy and the occupantÕs thermal perception of low-income dwellings in hot-dry climate: Mexicali, MŽxico. Renewable energy, 49, 267-270.14231.3%
 
Honnekeri, A. Pigman, M. C. Zhang, H. Arens, E. Fountain, M. Zhai, Y. Dutton, S. Use of adaptive actions and thermal comfort in a naturally ventilated office, Proceedings of the 13th International Conference Indoor Air (2014) Hong Kong.14081.3%
 
Zhang, Y., Chen, H., & Meng, Q. (2013). Thermal comfort in buildings with split air-conditioners in hot-humid area of China. Building and Environment, 64, 213-224.14031.3%
 
Deuble M., et al. "Occupant comfort in naturally ventilated and mixed-mode spaces within air-conditioned offices." Architectural Science Review 53.3 (2010): 297-306.13591.3%
 
de Dear, R.J. and M.E. Fountain (1994) "Field experiments on occupant comfort and office thermal environments in a hot- humid climate," ASHRAE Transactions, Vol.100(2), pp.457- 475.12341.1%
 
Other values (41)1874617.4%
 
(Missing)16551.5%
 
Frequencies of value counts

Unique

Unique0 ?
Unique (%)0.0%
Histogram of lengths of the category

Length

Max length712
Median length174
Mean length182.3493675
Min length3

Overview of Unicode Properties

Unique unicode characters87
Unique unicode categories11 ?
Unique unicode scripts2 ?
Unique unicode blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
272167613.9%
 
e12114176.2%
 
n12028226.1%
 
a11574595.9%
 
i10625415.4%
 
o9413384.8%
 
t8970094.6%
 
r8224674.2%
 
.6944803.5%
 
l6636613.4%
 
d6196453.2%
 
s5511022.8%
 
c4908912.5%
 
,4438752.3%
 
m4073992.1%
 
f3763561.9%
 
u3421731.7%
 
h3127891.6%
 
A2900961.5%
 
12813531.4%
 
g2601931.3%
 
p2400231.2%
 
02015491.0%
 
y1427230.7%
 
R1407590.7%
 
Other values (62)314189616.0%
 

Most occurring categories

ValueCountFrequency (%) 
Lowercase Letter1209252261.6%
 
Space Separator272167613.9%
 
Uppercase Letter18765659.6%
 
Other Punctuation13666097.0%
 
Decimal Number11781716.0%
 
Dash Punctuation1404700.7%
 
Open Punctuation1149830.6%
 
Close Punctuation1149830.6%
 
Control113750.1%
 
Other Number170< 0.1%
 
Connector Punctuation168< 0.1%
 

Most frequent Uppercase Letter characters

ValueCountFrequency (%) 
A29009615.5%
 
R1407597.5%
 
E1322927.0%
 
T1288626.9%
 
C1278756.8%
 
S1219296.5%
 
B987135.3%
 
H863654.6%
 
N805134.3%
 
M782084.2%
 
O607833.2%
 
P605593.2%
 
G560983.0%
 
I549822.9%
 
V524052.8%
 
J465392.5%
 
D455372.4%
 
L415282.2%
 
F345041.8%
 
K295321.6%
 
U237681.3%
 
W218731.2%
 
Z169310.9%
 
Y156400.8%
 
Û78570.4%
 
Other values (5)224171.2%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
e121141710.0%
 
n12028229.9%
 
a11574599.6%
 
i10625418.8%
 
o9413387.8%
 
t8970097.4%
 
r8224676.8%
 
l6636615.5%
 
d6196455.1%
 
s5511024.6%
 
c4908914.1%
 
m4073993.4%
 
f3763563.1%
 
u3421732.8%
 
h3127892.6%
 
g2601932.2%
 
p2400232.0%
 
y1427231.2%
 
v1160571.0%
 
b973060.8%
 
w596580.5%
 
k561160.5%
 
x358050.3%
 
z89700.1%
 
j64100.1%
 
Other values (2)101920.1%
 

Most frequent Other Punctuation characters

ValueCountFrequency (%) 
.69448050.8%
 
,44387532.5%
 
:1033287.6%
 
"755625.5%
 
&228421.7%
 
/113220.8%
 
'55010.4%
 
?50360.4%
 
;46630.3%
 

Most frequent Space Separator characters

ValueCountFrequency (%) 
2721676100.0%
 

Most frequent Decimal Number characters

ValueCountFrequency (%) 
128135323.9%
 
020154917.1%
 
913928711.8%
 
213256311.3%
 
4842927.2%
 
3807046.8%
 
8719946.1%
 
5706566.0%
 
6637505.4%
 
7520234.4%
 

Most frequent Open Punctuation characters

ValueCountFrequency (%) 
(114983100.0%
 

Most frequent Close Punctuation characters

ValueCountFrequency (%) 
)114983100.0%
 

Most frequent Dash Punctuation characters

ValueCountFrequency (%) 
-140470100.0%
 

Most frequent Control characters

ValueCountFrequency (%) 
‰785769.1%
 
—142312.5%
 
Ž142312.5%
 
š3363.0%
 
‡3363.0%
 

Most frequent Connector Punctuation characters

ValueCountFrequency (%) 
_168100.0%
 

Most frequent Other Number characters

ValueCountFrequency (%) 
¾170100.0%
 

Most occurring scripts

ValueCountFrequency (%) 
Latin1396908771.2%
 
Common564860528.8%
 

Most frequent Latin characters

ValueCountFrequency (%) 
e12114178.7%
 
n12028228.6%
 
a11574598.3%
 
i10625417.6%
 
o9413386.7%
 
t8970096.4%
 
r8224675.9%
 
l6636614.8%
 
d6196454.4%
 
s5511023.9%
 
c4908913.5%
 
m4073992.9%
 
f3763562.7%
 
u3421732.4%
 
h3127892.2%
 
A2900962.1%
 
g2601931.9%
 
p2400231.7%
 
y1427231.0%
 
R1407591.0%
 
E1322920.9%
 
T1288620.9%
 
C1278750.9%
 
S1219290.9%
 
v1160570.8%
 
Other values (32)12092098.7%
 

Most frequent Common characters

ValueCountFrequency (%) 
272167648.2%
 
.69448012.3%
 
,4438757.9%
 
12813535.0%
 
02015493.6%
 
-1404702.5%
 
91392872.5%
 
21325632.3%
 
(1149832.0%
 
)1149832.0%
 
:1033281.8%
 
4842921.5%
 
3807041.4%
 
"755621.3%
 
8719941.3%
 
5706561.3%
 
6637501.1%
 
7520230.9%
 
&228420.4%
 
/113220.2%
 
‰78570.1%
 
'55010.1%
 
?50360.1%
 
;46630.1%
 
—1423< 0.1%
 
Other values (5)2433< 0.1%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII1957665799.8%
 
None410350.2%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
272167613.9%
 
e12114176.2%
 
n12028226.1%
 
a11574595.9%
 
i10625415.4%
 
o9413384.8%
 
t8970094.6%
 
r8224674.2%
 
.6944803.5%
 
l6636613.4%
 
d6196453.2%
 
s5511022.8%
 
c4908912.5%
 
,4438752.3%
 
m4073992.1%
 
f3763561.9%
 
u3421731.7%
 
h3127891.6%
 
A2900961.5%
 
12813531.4%
 
g2601931.3%
 
p2400231.2%
 
02015491.0%
 
y1427230.7%
 
R1407590.7%
 
Other values (51)310086115.8%
 

Most frequent None characters

ValueCountFrequency (%) 
‰785719.1%
 
Û785719.1%
 
Ò785719.1%
 
Ê735917.9%
 
å499412.2%
 
—14233.5%
 
Õ14233.5%
 
Ž14233.5%
 
š3360.8%
 
‡3360.8%
 
¾1700.4%
 

Data contributor
Categorical

HIGH CARDINALITY
HIGH CORRELATION

Distinct56
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size840.6 KiB
Oseland, Nigel A.
20997 
Sanyogita Manu
 
6330
Indraganti Madhavi
 
6048
Richard de Dear
 
5590
Yufeng Zhang
 
5045
Other values (51)
63573 
ValueCountFrequency (%) 
Oseland, Nigel A.2099719.5%
 
Sanyogita Manu63305.9%
 
Indraganti Madhavi60485.6%
 
Richard de Dear55905.2%
 
Yufeng Zhang50454.7%
 
Renata De Vecchi50364.7%
 
Stoops, J. L46554.3%
 
Fergus Nicol41993.9%
 
Alison Kwok35443.3%
 
Despoina Teli29902.8%
 
Shivraj Dhaka and Jyotirmay Mathur28592.7%
 
Langevin J.24972.3%
 
Kyle Konis24822.3%
 
Gail Schiller23492.2%
 
Paliaga20751.9%
 
Candido, Christhina Maria20751.9%
 
Shahin Heidari19711.8%
 
Guy Newsham18591.7%
 
Maohui Luo18101.7%
 
Bouden16511.5%
 
Nick Baker16261.5%
 
Ramona Romero14231.3%
 
Anoop Honnekeri14081.3%
 
Max Deuble and Richard de Dear13591.3%
 
Zhaojun Wang13581.3%
 
Other values (31)1434713.3%
 
Frequencies of value counts

Unique

Unique1 ?
Unique (%)< 0.1%
Histogram of lengths of the category

Length

Max length34
Median length14
Mean length14.77672123
Min length6

Overview of Unicode Properties

Unique unicode characters52
Unique unicode categories5 ?
Unique unicode scripts2 ?
Unique unicode blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
a17014910.7%
 
1573119.9%
 
e1167337.3%
 
i1145767.2%
 
n1116597.0%
 
l706734.4%
 
o664034.2%
 
d623443.9%
 
g549433.5%
 
r547193.4%
 
h544673.4%
 
s482763.0%
 
t349742.2%
 
u345952.2%
 
c293241.8%
 
N286811.8%
 
.285811.8%
 
,282071.8%
 
A273701.7%
 
M229871.4%
 
y217981.4%
 
D214421.3%
 
O209971.3%
 
S195781.2%
 
R165951.0%
 
Other values (27)17234210.8%
 

Most occurring categories

ValueCountFrequency (%) 
Lowercase Letter112308670.6%
 
Uppercase Letter25242115.9%
 
Space Separator1573119.9%
 
Other Punctuation567883.6%
 
Dash Punctuation118< 0.1%
 

Most frequent Uppercase Letter characters

ValueCountFrequency (%) 
N2868111.4%
 
A2737010.8%
 
M229879.1%
 
D214428.5%
 
O209978.3%
 
S195787.8%
 
R165956.6%
 
K113494.5%
 
J112974.5%
 
L100444.0%
 
C77463.1%
 
I69252.7%
 
Z64032.5%
 
B52682.1%
 
T52412.1%
 
V52042.1%
 
G51882.1%
 
Y50452.0%
 
F49612.0%
 
H39431.6%
 
W31531.2%
 
P27251.1%
 
X2790.1%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
a17014915.2%
 
e11673310.4%
 
i11457610.2%
 
n1116599.9%
 
l706736.3%
 
o664035.9%
 
d623445.6%
 
g549434.9%
 
r547194.9%
 
h544674.8%
 
s482764.3%
 
t349743.1%
 
u345953.1%
 
c293242.6%
 
y217981.9%
 
v138731.2%
 
k134521.2%
 
m108221.0%
 
p90530.8%
 
f73210.7%
 
w71250.6%
 
j65530.6%
 
b41530.4%
 
z37420.3%
 
x13590.1%
 

Most frequent Space Separator characters

ValueCountFrequency (%) 
157311100.0%
 

Most frequent Dash Punctuation characters

ValueCountFrequency (%) 
-118100.0%
 

Most frequent Other Punctuation characters

ValueCountFrequency (%) 
.2858150.3%
 
,2820749.7%
 

Most occurring scripts

ValueCountFrequency (%) 
Latin137550786.5%
 
Common21421713.5%
 

Most frequent Latin characters

ValueCountFrequency (%) 
a17014912.4%
 
e1167338.5%
 
i1145768.3%
 
n1116598.1%
 
l706735.1%
 
o664034.8%
 
d623444.5%
 
g549434.0%
 
r547194.0%
 
h544674.0%
 
s482763.5%
 
t349742.5%
 
u345952.5%
 
c293242.1%
 
N286812.1%
 
A273702.0%
 
M229871.7%
 
y217981.6%
 
D214421.6%
 
O209971.5%
 
S195781.4%
 
R165951.2%
 
v138731.0%
 
k134521.0%
 
K113490.8%
 
Other values (23)1335509.7%
 

Most frequent Common characters

ValueCountFrequency (%) 
15731173.4%
 
.2858113.3%
 
,2820713.2%
 
-1180.1%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII1589724100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
a17014910.7%
 
1573119.9%
 
e1167337.3%
 
i1145767.2%
 
n1116597.0%
 
l706734.4%
 
o664034.2%
 
d623443.9%
 
g549433.5%
 
r547193.4%
 
h544673.4%
 
s482763.0%
 
t349742.2%
 
u345952.2%
 
c293241.8%
 
N286811.8%
 
.285811.8%
 
,282071.8%
 
A273701.7%
 
M229871.4%
 
y217981.4%
 
D214421.3%
 
O209971.3%
 
S195781.2%
 
R165951.0%
 
Other values (27)17234210.8%
 

Year
Real number (ℝ≥0)

Distinct32
Distinct (%)< 0.1%
Missing248
Missing (%)0.2%
Infinite0
Infinite (%)0.0%
Mean2002.010695
Minimum1979
Maximum2016
Zeros0
Zeros (%)0.0%
Memory size840.6 KiB

Quantile statistics

Minimum1979
5-th percentile1987
Q11995
median1999
Q32011
95-th percentile2013
Maximum2016
Range37
Interquartile range (IQR)16

Descriptive statistics

Standard deviation8.821612985
Coefficient of variation (CV)0.004406376552
Kurtosis-1.18002744
Mean2002.010695
Median Absolute Deviation (MAD)7
Skewness-0.1711272158
Sum214885818
Variance77.82085566
MonotocityNot monotonic
Histogram with fixed size bins (bins=32)
ValueCountFrequency (%) 
20121760716.4%
 
19951399613.0%
 
19961307912.2%
 
2010103799.6%
 
201160595.6%
 
199457895.4%
 
199348694.5%
 
201536363.4%
 
199934303.2%
 
200533933.2%
 
198728102.6%
 
200323522.2%
 
200921522.0%
 
199821162.0%
 
200720111.9%
 
199717941.7%
 
200417351.6%
 
201412741.2%
 
198311931.1%
 
198811681.1%
 
198210861.0%
 
198410110.9%
 
19929260.9%
 
20088840.8%
 
20068710.8%
 
Other values (7)17151.6%
 
ValueCountFrequency (%) 
19792< 0.1%
 
198210861.0%
 
198311931.1%
 
198410110.9%
 
19863570.3%
 
198728102.6%
 
198811681.1%
 
19911520.1%
 
19929260.9%
 
199348694.5%
 
ValueCountFrequency (%) 
20164520.4%
 
201536363.4%
 
201412741.2%
 
20131590.1%
 
20121760716.4%
 
201160595.6%
 
2010103799.6%
 
200921522.0%
 
20088840.8%
 
200720111.9%
 

Season
Categorical

Distinct4
Distinct (%)< 0.1%
Missing241
Missing (%)0.2%
Memory size840.6 KiB
Summer
42202 
Winter
37533 
Autumn
14734 
Spring
12873 
ValueCountFrequency (%) 
Summer4220239.2%
 
Winter3753334.9%
 
Autumn1473413.7%
 
Spring1287312.0%
 
(Missing)2410.2%
 
Frequencies of value counts

Unique

Unique0 ?
Unique (%)0.0%
Histogram of lengths of the category

Length

Max length6
Median length6
Mean length5.993279607
Min length3

Overview of Unicode Properties

Unique unicode characters13
Unique unicode categories2 ?
Unique unicode scripts1 ?
Unique unicode blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
m9913815.4%
 
r9260814.4%
 
e7973512.4%
 
u7167011.1%
 
n6562210.2%
 
S550758.5%
 
t522678.1%
 
i504067.8%
 
W375335.8%
 
A147342.3%
 
p128732.0%
 
g128732.0%
 
a241< 0.1%
 

Most occurring categories

ValueCountFrequency (%) 
Lowercase Letter53743383.4%
 
Uppercase Letter10734216.6%
 

Most frequent Uppercase Letter characters

ValueCountFrequency (%) 
S5507551.3%
 
W3753335.0%
 
A1473413.7%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
m9913818.4%
 
r9260817.2%
 
e7973514.8%
 
u7167013.3%
 
n6562212.2%
 
t522679.7%
 
i504069.4%
 
p128732.4%
 
g128732.4%
 
a241< 0.1%
 

Most occurring scripts

ValueCountFrequency (%) 
Latin644775100.0%
 

Most frequent Latin characters

ValueCountFrequency (%) 
m9913815.4%
 
r9260814.4%
 
e7973512.4%
 
u7167011.1%
 
n6562210.2%
 
S550758.5%
 
t522678.1%
 
i504067.8%
 
W375335.8%
 
A147342.3%
 
p128732.0%
 
g128732.0%
 
a241< 0.1%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII644775100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
m9913815.4%
 
r9260814.4%
 
e7973512.4%
 
u7167011.1%
 
n6562210.2%
 
S550758.5%
 
t522678.1%
 
i504067.8%
 
W375335.8%
 
A147342.3%
 
p128732.0%
 
g128732.0%
 
a241< 0.1%
 

Koppen climate classification
Categorical

HIGH CORRELATION

Distinct16
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size840.6 KiB
Csa
24930 
Cfa
17888 
BSh
9700 
Aw
9650 
Cfb
7600 
Other values (11)
37815 
ValueCountFrequency (%) 
Csa2493023.2%
 
Cfa1788816.6%
 
BSh97009.0%
 
Aw96509.0%
 
Cfb76007.1%
 
BWh62835.8%
 
Csb58685.5%
 
Dfb58035.4%
 
Csc43774.1%
 
Dwa37873.5%
 
As36963.4%
 
Am26982.5%
 
Af19971.9%
 
Cwa15881.5%
 
Cwb14061.3%
 
BSk3120.3%
 
Frequencies of value counts

Unique

Unique0 ?
Unique (%)0.0%
Histogram of lengths of the category

Length

Max length3
Median length3
Mean length2.832306219
Min length2

Overview of Unicode Properties

Unique unicode characters15
Unique unicode categories2 ?
Unique unicode scripts1 ?
Unique unicode blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
C6365720.9%
 
a4819315.8%
 
s3887112.8%
 
f3328810.9%
 
b206776.8%
 
A180415.9%
 
w164315.4%
 
B162955.3%
 
h159835.2%
 
S100123.3%
 
D95903.1%
 
W62832.1%
 
c43771.4%
 
m26980.9%
 
k3120.1%
 

Most occurring categories

ValueCountFrequency (%) 
Lowercase Letter18083059.3%
 
Uppercase Letter12387840.7%
 

Most frequent Uppercase Letter characters

ValueCountFrequency (%) 
C6365751.4%
 
A1804114.6%
 
B1629513.2%
 
S100128.1%
 
D95907.7%
 
W62835.1%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
a4819326.7%
 
s3887121.5%
 
f3328818.4%
 
b2067711.4%
 
w164319.1%
 
h159838.8%
 
c43772.4%
 
m26981.5%
 
k3120.2%
 

Most occurring scripts

ValueCountFrequency (%) 
Latin304708100.0%
 

Most frequent Latin characters

ValueCountFrequency (%) 
C6365720.9%
 
a4819315.8%
 
s3887112.8%
 
f3328810.9%
 
b206776.8%
 
A180415.9%
 
w164315.4%
 
B162955.3%
 
h159835.2%
 
S100123.3%
 
D95903.1%
 
W62832.1%
 
c43771.4%
 
m26980.9%
 
k3120.1%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII304708100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
C6365720.9%
 
a4819315.8%
 
s3887112.8%
 
f3328810.9%
 
b206776.8%
 
A180415.9%
 
w164315.4%
 
B162955.3%
 
h159835.2%
 
S100123.3%
 
D95903.1%
 
W62832.1%
 
c43771.4%
 
m26980.9%
 
k3120.1%
 

Climate
Categorical

HIGH CORRELATION

Distinct19
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size840.6 KiB
Hot-summer Mediterranean
23304 
Humid subtropical
17888 
Hot semi-arid
9700 
Tropical wet savanna
9650 
Temperate oceanic
6460 
Other values (14)
40581 
ValueCountFrequency (%) 
Hot-summer Mediterranean2330421.7%
 
Humid subtropical1788816.6%
 
Hot semi-arid97009.0%
 
Tropical wet savanna96509.0%
 
Temperate oceanic64606.0%
 
Hot desert62835.8%
 
Warm-summer Mediterranean58685.5%
 
Warm-summer humid continental58035.4%
 
Monsoon-influenced hot-summer humid continental37873.5%
 
Tropical dry savanna36963.4%
 
Cool-summer mediterranean29692.8%
 
Tropical monsoon26982.5%
 
Tropical rainforest19971.9%
 
Hot-summer mediterranean16261.5%
 
Monsoon-influenced humid subtropical15881.5%
 
Cool-summer Mediterranean14081.3%
 
Subtropical highland14061.3%
 
Oceanic11401.1%
 
Cold semi-arid3120.3%
 
Frequencies of value counts

Unique

Unique0 ?
Unique (%)0.0%
Histogram of lengths of the category

Length

Max length47
Median length20
Mean length20.90696486
Min length7

Overview of Unicode Properties

Unique unicode characters30
Unique unicode categories4 ?
Unique unicode scripts2 ?
Unique unicode blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
e23183510.3%
 
a1980478.8%
 
r1961548.7%
 
n1637117.3%
 
m1540326.8%
 
i1491566.6%
 
t1443276.4%
 
o1349556.0%
 
1347546.0%
 
s1039524.6%
 
u1000884.4%
 
d913254.1%
 
c690883.1%
 
-601522.7%
 
l599832.7%
 
H588012.6%
 
p453832.0%
 
M359551.6%
 
T245011.1%
 
b208820.9%
 
h177770.8%
 
v133460.6%
 
W116710.5%
 
w96500.4%
 
f73720.3%
 
Other values (5)123370.5%
 

Most occurring categories

ValueCountFrequency (%) 
Lowercase Letter191616585.2%
 
Uppercase Letter1381636.1%
 
Space Separator1347546.0%
 
Dash Punctuation601522.7%
 

Most frequent Uppercase Letter characters

ValueCountFrequency (%) 
H5880142.6%
 
M3595526.0%
 
T2450117.7%
 
W116718.4%
 
C46893.4%
 
S14061.0%
 
O11400.8%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
e23183512.1%
 
a19804710.3%
 
r19615410.2%
 
n1637118.5%
 
m1540328.0%
 
i1491567.8%
 
t1443277.5%
 
o1349557.0%
 
s1039525.4%
 
u1000885.2%
 
d913254.8%
 
c690883.6%
 
l599833.1%
 
p453832.4%
 
b208821.1%
 
h177770.9%
 
v133460.7%
 
w96500.5%
 
f73720.4%
 
y36960.2%
 
g14060.1%
 

Most frequent Space Separator characters

ValueCountFrequency (%) 
134754100.0%
 

Most frequent Dash Punctuation characters

ValueCountFrequency (%) 
-60152100.0%
 

Most occurring scripts

ValueCountFrequency (%) 
Latin205432891.3%
 
Common1949068.7%
 

Most frequent Latin characters

ValueCountFrequency (%) 
e23183511.3%
 
a1980479.6%
 
r1961549.5%
 
n1637118.0%
 
m1540327.5%
 
i1491567.3%
 
t1443277.0%
 
o1349556.6%
 
s1039525.1%
 
u1000884.9%
 
d913254.4%
 
c690883.4%
 
l599832.9%
 
H588012.9%
 
p453832.2%
 
M359551.8%
 
T245011.2%
 
b208821.0%
 
h177770.9%
 
v133460.6%
 
W116710.6%
 
w96500.5%
 
f73720.4%
 
C46890.2%
 
y36960.2%
 
Other values (3)39520.2%
 

Most frequent Common characters

ValueCountFrequency (%) 
13475469.1%
 
-6015230.9%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII2249234100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
e23183510.3%
 
a1980478.8%
 
r1961548.7%
 
n1637117.3%
 
m1540326.8%
 
i1491566.6%
 
t1443276.4%
 
o1349556.0%
 
1347546.0%
 
s1039524.6%
 
u1000884.4%
 
d913254.1%
 
c690883.1%
 
-601522.7%
 
l599832.7%
 
H588012.6%
 
p453832.0%
 
M359551.6%
 
T245011.1%
 
b208820.9%
 
h177770.8%
 
v133460.6%
 
W116710.5%
 
w96500.4%
 
f73720.3%
 
Other values (5)123370.5%
 

City
Categorical

HIGH CARDINALITY
HIGH CORRELATION

Distinct98
Distinct (%)0.1%
Missing13
Missing (%)< 0.1%
Memory size840.6 KiB
Midland
21506 
Florianopolis
 
5264
San Francisco
 
3839
Chennai
 
3785
Honolulu
 
3544
Other values (93)
69632 
ValueCountFrequency (%) 
Midland2150620.0%
 
Florianopolis52644.9%
 
San Francisco38393.6%
 
Chennai37853.5%
 
Honolulu35443.3%
 
Hyderabad31412.9%
 
Hampshire29902.8%
 
Jaipur28592.7%
 
Philadelphia24972.3%
 
Guangzhou23242.2%
 
Berkeley23192.2%
 
Ahmedabad20801.9%
 
Maceio20751.9%
 
Athens19511.8%
 
Ottawa18591.7%
 
Shanghai18101.7%
 
Sydney17491.6%
 
Beijing17351.6%
 
Harbin14781.4%
 
Alameda14081.3%
 
Shimla14061.3%
 
Delhi13881.3%
 
Porto13111.2%
 
Brisbane12851.2%
 
London12851.2%
 
Other values (73)3068228.5%
 
Frequencies of value counts

Unique

Unique0 ?
Unique (%)0.0%
Histogram of lengths of the category

Length

Max length13
Median length7
Mean length7.997072028
Min length3

Overview of Unicode Properties

Unique unicode characters52
Unique unicode categories5 ?
Unique unicode scripts2 ?
Unique unicode blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
a11344713.2%
 
n765488.9%
 
i761188.8%
 
l676547.9%
 
d643167.5%
 
o543006.3%
 
e486535.7%
 
r416624.8%
 
h305573.6%
 
M270243.1%
 
u251042.9%
 
s234452.7%
 
p149911.7%
 
t149611.7%
 
S142251.7%
 
b140211.6%
 
g127381.5%
 
H118181.4%
 
c112751.3%
 
m107721.3%
 
y101831.2%
 
B99921.2%
 
F91031.1%
 
90391.1%
 
A68410.8%
 
Other values (27)615627.2%
 

Most occurring categories

ValueCountFrequency (%) 
Lowercase Letter73420585.3%
 
Uppercase Letter11678113.6%
 
Space Separator90391.1%
 
Other Symbol300< 0.1%
 
Connector Punctuation24< 0.1%
 

Most frequent Uppercase Letter characters

ValueCountFrequency (%) 
M2702423.1%
 
S1422512.2%
 
H1181810.1%
 
B99928.6%
 
F91037.8%
 
A68415.9%
 
C56494.8%
 
P51184.4%
 
K47854.1%
 
G37243.2%
 
J35023.0%
 
O27362.3%
 
T25592.2%
 
D25012.1%
 
L22782.0%
 
I10520.9%
 
Q9170.8%
 
W8310.7%
 
R7370.6%
 
E4820.4%
 
Ì3240.3%
 
N2750.2%
 
Y1680.1%
 
V1400.1%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
a11344715.5%
 
n7654810.4%
 
i7611810.4%
 
l676549.2%
 
d643168.8%
 
o543007.4%
 
e486536.6%
 
r416625.7%
 
h305574.2%
 
u251043.4%
 
s234453.2%
 
p149912.0%
 
t149612.0%
 
b140211.9%
 
g127381.7%
 
c112751.5%
 
m107721.5%
 
y101831.4%
 
k67830.9%
 
w52750.7%
 
f33890.5%
 
z28000.4%
 
v19640.3%
 
j17350.2%
 
x15140.2%
 

Most frequent Space Separator characters

ValueCountFrequency (%) 
9039100.0%
 

Most frequent Connector Punctuation characters

ValueCountFrequency (%) 
_24100.0%
 

Most frequent Other Symbol characters

ValueCountFrequency (%) 
©300100.0%
 

Most occurring scripts

ValueCountFrequency (%) 
Latin85098698.9%
 
Common93631.1%
 

Most frequent Latin characters

ValueCountFrequency (%) 
a11344713.3%
 
n765489.0%
 
i761188.9%
 
l676548.0%
 
d643167.6%
 
o543006.4%
 
e486535.7%
 
r416624.9%
 
h305573.6%
 
M270243.2%
 
u251042.9%
 
s234452.8%
 
p149911.8%
 
t149611.8%
 
S142251.7%
 
b140211.6%
 
g127381.5%
 
H118181.4%
 
c112751.3%
 
m107721.3%
 
y101831.2%
 
B99921.2%
 
F91031.1%
 
A68410.8%
 
k67830.8%
 
Other values (24)544556.4%
 

Most frequent Common characters

ValueCountFrequency (%) 
903996.5%
 
©3003.2%
 
_240.3%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII85972599.9%
 
None6240.1%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
a11344713.2%
 
n765488.9%
 
i761188.9%
 
l676547.9%
 
d643167.5%
 
o543006.3%
 
e486535.7%
 
r416624.8%
 
h305573.6%
 
M270243.1%
 
u251042.9%
 
s234452.7%
 
p149911.7%
 
t149611.7%
 
S142251.7%
 
b140211.6%
 
g127381.5%
 
H118181.4%
 
c112751.3%
 
m107721.3%
 
y101831.2%
 
B99921.2%
 
F91031.1%
 
90391.1%
 
A68410.8%
 
Other values (25)609387.1%
 

Most frequent None characters

ValueCountFrequency (%) 
Ì32451.9%
 
©30048.1%
 

Country
Categorical

HIGH CORRELATION

Distinct28
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size840.6 KiB
UK
27273 
India
16110 
USA
15144 
Australia
8259 
China
8213 
Other values (23)
32584 
ValueCountFrequency (%) 
UK2727325.4%
 
India1611015.0%
 
USA1514414.1%
 
Australia82597.7%
 
China82137.6%
 
Brazil73906.9%
 
Pakistan41993.9%
 
Canada27282.5%
 
Iran19711.8%
 
Greece19511.8%
 
Tunisia16511.5%
 
Portugal15591.4%
 
Mexico14231.3%
 
Thailand11681.1%
 
Germany10551.0%
 
Singapore10341.0%
 
Malaysia9900.9%
 
Sweden9700.9%
 
Japan8340.8%
 
Slovakia6480.6%
 
Indonesia5960.6%
 
South Korea5740.5%
 
France5160.5%
 
Nigeria5120.5%
 
Italy2830.3%
 
Other values (3)5320.5%
 
Frequencies of value counts

Unique

Unique0 ?
Unique (%)0.0%
Histogram of lengths of the category

Length

Max length11
Median length5
Mean length4.797365755
Min length2

Overview of Unicode Properties

Unique unicode characters38
Unique unicode categories3 ?
Unique unicode scripts2 ?
Unique unicode blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
a8300416.1%
 
i5527210.7%
 
U424178.2%
 
n420888.2%
 
K278475.4%
 
r249914.8%
 
A234034.5%
 
d215724.2%
 
l206594.0%
 
I189603.7%
 
S183703.6%
 
s159723.1%
 
t148742.9%
 
e140352.7%
 
u121282.3%
 
C109412.1%
 
h102322.0%
 
B74751.4%
 
z73901.4%
 
o64081.2%
 
P60351.2%
 
k50171.0%
 
c38900.8%
 
g31900.6%
 
G30060.6%
 
Other values (13)169393.3%
 

Most occurring categories

ValueCountFrequency (%) 
Lowercase Letter34982367.8%
 
Uppercase Letter16571832.1%
 
Space Separator5740.1%
 

Most frequent Uppercase Letter characters

ValueCountFrequency (%) 
U4241725.6%
 
K2784716.8%
 
A2340314.1%
 
I1896011.4%
 
S1837011.1%
 
C109416.6%
 
B74754.5%
 
P60353.6%
 
G30061.8%
 
T28191.7%
 
M24131.5%
 
J8340.5%
 
F5160.3%
 
N5120.3%
 
D1700.1%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
a8300423.7%
 
i5527215.8%
 
n4208812.0%
 
r249917.1%
 
d215726.2%
 
l206595.9%
 
s159724.6%
 
t148744.3%
 
e140354.0%
 
u121283.5%
 
h102322.9%
 
z73902.1%
 
o64081.8%
 
k50171.4%
 
c38901.1%
 
g31900.9%
 
p24220.7%
 
y23280.7%
 
x14230.4%
 
m13100.4%
 
w9700.3%
 
v6480.2%
 

Most frequent Space Separator characters

ValueCountFrequency (%) 
574100.0%
 

Most occurring scripts

ValueCountFrequency (%) 
Latin51554199.9%
 
Common5740.1%
 

Most frequent Latin characters

ValueCountFrequency (%) 
a8300416.1%
 
i5527210.7%
 
U424178.2%
 
n420888.2%
 
K278475.4%
 
r249914.8%
 
A234034.5%
 
d215724.2%
 
l206594.0%
 
I189603.7%
 
S183703.6%
 
s159723.1%
 
t148742.9%
 
e140352.7%
 
u121282.4%
 
C109412.1%
 
h102322.0%
 
B74751.4%
 
z73901.4%
 
o64081.2%
 
P60351.2%
 
k50171.0%
 
c38900.8%
 
g31900.6%
 
G30060.6%
 
Other values (12)163653.2%
 

Most frequent Common characters

ValueCountFrequency (%) 
574100.0%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII516115100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
a8300416.1%
 
i5527210.7%
 
U424178.2%
 
n420888.2%
 
K278475.4%
 
r249914.8%
 
A234034.5%
 
d215724.2%
 
l206594.0%
 
I189603.7%
 
S183703.6%
 
s159723.1%
 
t148742.9%
 
e140352.7%
 
u121282.3%
 
C109412.1%
 
h102322.0%
 
B74751.4%
 
z73901.4%
 
o64081.2%
 
P60351.2%
 
k50171.0%
 
c38900.8%
 
g31900.6%
 
G30060.6%
 
Other values (13)169393.3%
 

Building type
Categorical

HIGH CORRELATION
MISSING

Distinct5
Distinct (%)< 0.1%
Missing4199
Missing (%)3.9%
Memory size840.6 KiB
Office
67755 
Classroom
17852 
Multifamily housing
10401 
Others
 
6555
Senior center
 
821
ValueCountFrequency (%) 
Office6775563.0%
 
Classroom1785216.6%
 
Multifamily housing104019.7%
 
Others65556.1%
 
Senior center8210.8%
 
(Missing)41993.9%
 
Frequencies of value counts

Unique

Unique0 ?
Unique (%)0.0%
Histogram of lengths of the category

Length

Max length19
Median length6
Mean length7.690964186
Min length3

Overview of Unicode Properties

Unique unicode characters21
Unique unicode categories3 ?
Unique unicode scripts2 ?
Unique unicode blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
f14591117.6%
 
i9977912.1%
 
e767739.3%
 
O743109.0%
 
c685768.3%
 
s526606.4%
 
o469265.7%
 
l386544.7%
 
a324523.9%
 
m282533.4%
 
r260493.1%
 
u208022.5%
 
n204412.5%
 
C178522.2%
 
t177772.1%
 
h169562.0%
 
112221.4%
 
M104011.3%
 
y104011.3%
 
g104011.3%
 
S8210.1%
 

Most occurring categories

ValueCountFrequency (%) 
Lowercase Letter71281186.1%
 
Uppercase Letter10338412.5%
 
Space Separator112221.4%
 

Most frequent Uppercase Letter characters

ValueCountFrequency (%) 
O7431071.9%
 
C1785217.3%
 
M1040110.1%
 
S8210.8%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
f14591120.5%
 
i9977914.0%
 
e7677310.8%
 
c685769.6%
 
s526607.4%
 
o469266.6%
 
l386545.4%
 
a324524.6%
 
m282534.0%
 
r260493.7%
 
u208022.9%
 
n204412.9%
 
t177772.5%
 
h169562.4%
 
y104011.5%
 
g104011.5%
 

Most frequent Space Separator characters

ValueCountFrequency (%) 
11222100.0%
 

Most occurring scripts

ValueCountFrequency (%) 
Latin81619598.6%
 
Common112221.4%
 

Most frequent Latin characters

ValueCountFrequency (%) 
f14591117.9%
 
i9977912.2%
 
e767739.4%
 
O743109.1%
 
c685768.4%
 
s526606.5%
 
o469265.7%
 
l386544.7%
 
a324524.0%
 
m282533.5%
 
r260493.2%
 
u208022.5%
 
n204412.5%
 
C178522.2%
 
t177772.2%
 
h169562.1%
 
M104011.3%
 
y104011.3%
 
g104011.3%
 
S8210.1%
 

Most frequent Common characters

ValueCountFrequency (%) 
11222100.0%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII827417100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
f14591117.6%
 
i9977912.1%
 
e767739.3%
 
O743109.0%
 
c685768.3%
 
s526606.4%
 
o469265.7%
 
l386544.7%
 
a324523.9%
 
m282533.4%
 
r260493.1%
 
u208022.5%
 
n204412.5%
 
C178522.2%
 
t177772.1%
 
h169562.0%
 
112221.4%
 
M104011.3%
 
y104011.3%
 
g104011.3%
 
S8210.1%
 
Distinct4
Distinct (%)< 0.1%
Missing1227
Missing (%)1.1%
Memory size840.6 KiB
Naturally Ventilated
47285 
Air Conditioned
32372 
Mixed Mode
26519 
Mechanically Ventilated
 
180
ValueCountFrequency (%) 
Naturally Ventilated4728544.0%
 
Air Conditioned3237230.1%
 
Mixed Mode2651924.6%
 
Mechanically Ventilated1800.2%
 
(Missing)12271.1%
 
Frequencies of value counts

Unique

Unique0 ?
Unique (%)0.0%
Histogram of lengths of the category

Length

Max length23
Median length15
Mean length15.84163855
Min length3

Overview of Unicode Properties

Unique unicode characters20
Unique unicode categories3 ?
Unique unicode scripts2 ?
Unique unicode blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
e18052010.6%
 
t17458710.2%
 
i17128010.0%
 
d1652479.7%
 
a1436228.4%
 
l1423958.4%
 
n1148436.7%
 
1063566.2%
 
o912635.4%
 
r796574.7%
 
M532183.1%
 
y474652.8%
 
V474652.8%
 
N472852.8%
 
u472852.8%
 
A323721.9%
 
C323721.9%
 
x265191.6%
 
c360< 0.1%
 
h180< 0.1%
 

Most occurring categories

ValueCountFrequency (%) 
Lowercase Letter138522381.3%
 
Uppercase Letter21271212.5%
 
Space Separator1063566.2%
 

Most frequent Uppercase Letter characters

ValueCountFrequency (%) 
M5321825.0%
 
V4746522.3%
 
N4728522.2%
 
A3237215.2%
 
C3237215.2%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
e18052013.0%
 
t17458712.6%
 
i17128012.4%
 
d16524711.9%
 
a14362210.4%
 
l14239510.3%
 
n1148438.3%
 
o912636.6%
 
r796575.8%
 
y474653.4%
 
u472853.4%
 
x265191.9%
 
c360< 0.1%
 
h180< 0.1%
 

Most frequent Space Separator characters

ValueCountFrequency (%) 
106356100.0%
 

Most occurring scripts

ValueCountFrequency (%) 
Latin159793593.8%
 
Common1063566.2%
 

Most frequent Latin characters

ValueCountFrequency (%) 
e18052011.3%
 
t17458710.9%
 
i17128010.7%
 
d16524710.3%
 
a1436229.0%
 
l1423958.9%
 
n1148437.2%
 
o912635.7%
 
r796575.0%
 
M532183.3%
 
y474653.0%
 
V474653.0%
 
N472853.0%
 
u472853.0%
 
A323722.0%
 
C323722.0%
 
x265191.7%
 
c360< 0.1%
 
h180< 0.1%
 

Most frequent Common characters

ValueCountFrequency (%) 
106356100.0%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII1704291100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
e18052010.6%
 
t17458710.2%
 
i17128010.0%
 
d1652479.7%
 
a1436228.4%
 
l1423958.4%
 
n1148436.7%
 
1063566.2%
 
o912635.4%
 
r796574.7%
 
M532183.1%
 
y474652.8%
 
V474652.8%
 
N472852.8%
 
u472852.8%
 
A323721.9%
 
C323721.9%
 
x265191.6%
 
c360< 0.1%
 
h180< 0.1%
 
Distinct3
Distinct (%)< 0.1%
Missing81064
Missing (%)75.4%
Memory size840.6 KiB
Air Conditioned
11690 
Unknown
8396 
Naturally Ventilated
6433 
ValueCountFrequency (%) 
Air Conditioned1169010.9%
 
Unknown83967.8%
 
Naturally Ventilated64336.0%
 
(Missing)8106475.4%
 
Frequencies of value counts

Unique

Unique0 ?
Unique (%)0.0%
Histogram of lengths of the category

Length

Max length20
Median length3
Mean length5.632618536
Min length3

Overview of Unicode Properties

Unique unicode characters19
Unique unicode categories3 ?
Unique unicode scripts2 ?
Unique unicode blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
n21712935.8%
 
a10036316.6%
 
i415036.8%
 
o317765.2%
 
t309895.1%
 
d298134.9%
 
e245564.1%
 
l192993.2%
 
r181233.0%
 
181233.0%
 
A116901.9%
 
C116901.9%
 
U83961.4%
 
k83961.4%
 
w83961.4%
 
N64331.1%
 
u64331.1%
 
y64331.1%
 
V64331.1%
 

Most occurring categories

ValueCountFrequency (%) 
Lowercase Letter54320989.6%
 
Uppercase Letter446427.4%
 
Space Separator181233.0%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
n21712940.0%
 
a10036318.5%
 
i415037.6%
 
o317765.8%
 
t309895.7%
 
d298135.5%
 
e245564.5%
 
l192993.6%
 
r181233.3%
 
k83961.5%
 
w83961.5%
 
u64331.2%
 
y64331.2%
 

Most frequent Uppercase Letter characters

ValueCountFrequency (%) 
A1169026.2%
 
C1169026.2%
 
U839618.8%
 
N643314.4%
 
V643314.4%
 

Most frequent Space Separator characters

ValueCountFrequency (%) 
18123100.0%
 

Most occurring scripts

ValueCountFrequency (%) 
Latin58785197.0%
 
Common181233.0%
 

Most frequent Latin characters

ValueCountFrequency (%) 
n21712936.9%
 
a10036317.1%
 
i415037.1%
 
o317765.4%
 
t309895.3%
 
d298135.1%
 
e245564.2%
 
l192993.3%
 
r181233.1%
 
A116902.0%
 
C116902.0%
 
U83961.4%
 
k83961.4%
 
w83961.4%
 
N64331.1%
 
u64331.1%
 
y64331.1%
 
V64331.1%
 

Most frequent Common characters

ValueCountFrequency (%) 
18123100.0%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII605974100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
n21712935.8%
 
a10036316.6%
 
i415036.8%
 
o317765.2%
 
t309895.1%
 
d298134.9%
 
e245564.1%
 
l192993.2%
 
r181233.0%
 
181233.0%
 
A116901.9%
 
C116901.9%
 
U83961.4%
 
k83961.4%
 
w83961.4%
 
N64331.1%
 
u64331.1%
 
y64331.1%
 
V64331.1%
 
Distinct1
Distinct (%)< 0.1%
Missing69818
Missing (%)64.9%
Memory size840.6 KiB
Mechanical Heating
37765 
ValueCountFrequency (%) 
Mechanical Heating3776535.1%
 
(Missing)6981864.9%
 
Frequencies of value counts

Unique

Unique0 ?
Unique (%)0.0%
Histogram of lengths of the category

Length

Max length18
Median length3
Mean length8.265469451
Min length3

Overview of Unicode Properties

Unique unicode characters12
Unique unicode categories3 ?
Unique unicode scripts2 ?
Unique unicode blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
n21516624.2%
 
a18311320.6%
 
e755308.5%
 
c755308.5%
 
i755308.5%
 
M377654.2%
 
h377654.2%
 
l377654.2%
 
377654.2%
 
H377654.2%
 
t377654.2%
 
g377654.2%
 

Most occurring categories

ValueCountFrequency (%) 
Lowercase Letter77592987.3%
 
Uppercase Letter755308.5%
 
Space Separator377654.2%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
n21516627.7%
 
a18311323.6%
 
e755309.7%
 
c755309.7%
 
i755309.7%
 
h377654.9%
 
l377654.9%
 
t377654.9%
 
g377654.9%
 

Most frequent Uppercase Letter characters

ValueCountFrequency (%) 
M3776550.0%
 
H3776550.0%
 

Most frequent Space Separator characters

ValueCountFrequency (%) 
37765100.0%
 

Most occurring scripts

ValueCountFrequency (%) 
Latin85145995.8%
 
Common377654.2%
 

Most frequent Latin characters

ValueCountFrequency (%) 
n21516625.3%
 
a18311321.5%
 
e755308.9%
 
c755308.9%
 
i755308.9%
 
M377654.4%
 
h377654.4%
 
l377654.4%
 
H377654.4%
 
t377654.4%
 
g377654.4%
 

Most frequent Common characters

ValueCountFrequency (%) 
37765100.0%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII889224100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
n21516624.2%
 
a18311320.6%
 
e755308.5%
 
c755308.5%
 
i755308.5%
 
M377654.2%
 
h377654.2%
 
l377654.2%
 
377654.2%
 
H377654.2%
 
t377654.2%
 
g377654.2%
 

Age
Real number (ℝ≥0)

MISSING

Distinct95
Distinct (%)0.2%
Missing64004
Missing (%)59.5%
Infinite0
Infinite (%)0.0%
Mean32.56017279
Minimum6
Maximum99
Zeros0
Zeros (%)0.0%
Memory size840.6 KiB

Quantile statistics

Minimum6
5-th percentile16
Q121
median29
Q343
95-th percentile57
Maximum99
Range93
Interquartile range (IQR)22

Descriptive statistics

Standard deviation14.09430523
Coefficient of variation (CV)0.432869485
Kurtosis0.9751962271
Mean32.56017279
Median Absolute Deviation (MAD)9
Skewness1.000948136
Sum1418939.77
Variance198.6494398
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
2543154.0%
 
4534593.2%
 
3532103.0%
 
1821702.0%
 
5520401.9%
 
2018831.8%
 
2418681.7%
 
1715611.5%
 
1915191.4%
 
3114471.3%
 
1613741.3%
 
2311271.0%
 
3811011.0%
 
2110701.0%
 
2210321.0%
 
158490.8%
 
328050.7%
 
267780.7%
 
307730.7%
 
366380.6%
 
286000.6%
 
405780.5%
 
275680.5%
 
375250.5%
 
295160.5%
 
Other values (70)77737.2%
 
(Missing)6400459.5%
 
ValueCountFrequency (%) 
614< 0.1%
 
727< 0.1%
 
818< 0.1%
 
105< 0.1%
 
1110< 0.1%
 
126< 0.1%
 
132370.2%
 
13.671< 0.1%
 
143170.3%
 
158490.8%
 
ValueCountFrequency (%) 
9918< 0.1%
 
9517< 0.1%
 
941< 0.1%
 
912< 0.1%
 
901420.1%
 
893< 0.1%
 
882< 0.1%
 
872< 0.1%
 
865< 0.1%
 
856< 0.1%
 

Sex
Categorical

MISSING

Distinct2
Distinct (%)< 0.1%
Missing40548
Missing (%)37.7%
Memory size840.6 KiB
Male
36140 
Female
30895 
ValueCountFrequency (%) 
Male3614033.6%
 
Female3089528.7%
 
(Missing)4054837.7%
 
Frequencies of value counts

Unique

Unique0 ?
Unique (%)0.0%
Histogram of lengths of the category

Length

Max length6
Median length4
Mean length4.197447552
Min length3

Overview of Unicode Properties

Unique unicode characters7
Unique unicode categories2 ?
Unique unicode scripts1 ?
Unique unicode blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
a10758323.8%
 
e9793021.7%
 
n8109618.0%
 
l6703514.8%
 
M361408.0%
 
F308956.8%
 
m308956.8%
 

Most occurring categories

ValueCountFrequency (%) 
Lowercase Letter38453985.2%
 
Uppercase Letter6703514.8%
 

Most frequent Uppercase Letter characters

ValueCountFrequency (%) 
M3614053.9%
 
F3089546.1%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
a10758328.0%
 
e9793025.5%
 
n8109621.1%
 
l6703517.4%
 
m308958.0%
 

Most occurring scripts

ValueCountFrequency (%) 
Latin451574100.0%
 

Most frequent Latin characters

ValueCountFrequency (%) 
a10758323.8%
 
e9793021.7%
 
n8109618.0%
 
l6703514.8%
 
M361408.0%
 
F308956.8%
 
m308956.8%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII451574100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
a10758323.8%
 
e9793021.7%
 
n8109618.0%
 
l6703514.8%
 
M361408.0%
 
F308956.8%
 
m308956.8%
 

Thermal sensation
Real number (ℝ)

MISSING
ZEROS

Distinct62
Distinct (%)0.1%
Missing3129
Missing (%)2.9%
Infinite0
Infinite (%)0.0%
Mean0.167891895
Minimum-3
Maximum3
Zeros40879
Zeros (%)38.0%
Memory size840.6 KiB

Quantile statistics

Minimum-3
5-th percentile-2
Q1-0.5
median0
Q31
95-th percentile2
Maximum3
Range6
Interquartile range (IQR)1.5

Descriptive statistics

Standard deviation1.241040805
Coefficient of variation (CV)7.391904206
Kurtosis0.2711535495
Mean0.167891895
Median Absolute Deviation (MAD)1
Skewness0.04040551334
Sum17536.98
Variance1.540182279
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
04087938.0%
 
11909417.7%
 
-11580314.7%
 
295968.9%
 
-255185.1%
 
342313.9%
 
-322812.1%
 
-0.57790.7%
 
0.56500.6%
 
1.53880.4%
 
0.13660.3%
 
-1.53260.3%
 
0.82790.3%
 
-0.82790.3%
 
-0.32610.2%
 
-0.22230.2%
 
0.32220.2%
 
0.21960.2%
 
-0.11810.2%
 
0.71700.2%
 
-2.51620.2%
 
-0.71620.2%
 
-0.41560.1%
 
0.41500.1%
 
-0.61260.1%
 
Other values (37)19761.8%
 
(Missing)31292.9%
 
ValueCountFrequency (%) 
-322812.1%
 
-2.97< 0.1%
 
-2.821< 0.1%
 
-2.721< 0.1%
 
-2.620< 0.1%
 
-2.51620.2%
 
-2.414< 0.1%
 
-2.3720.1%
 
-2.243< 0.1%
 
-2.123< 0.1%
 
ValueCountFrequency (%) 
342313.9%
 
2.913< 0.1%
 
2.820< 0.1%
 
2.729< 0.1%
 
2.618< 0.1%
 
2.51260.1%
 
2.422< 0.1%
 
2.31150.1%
 
2.2590.1%
 
2.145< 0.1%
 
Distinct2
Distinct (%)< 0.1%
Missing45139
Missing (%)42.0%
Memory size840.6 KiB
1
48399 
0
14045 
(Missing)
45139 
ValueCountFrequency (%) 
14839945.0%
 
01404513.1%
 
(Missing)4513942.0%
 

Thermal preference
Categorical

MISSING

Distinct3
Distinct (%)< 0.1%
Missing22083
Missing (%)20.5%
Memory size840.6 KiB
no change
43441 
cooler
27093 
warmer
14966 
ValueCountFrequency (%) 
no change4344140.4%
 
cooler2709325.2%
 
warmer1496613.9%
 
(Missing)2208320.5%
 
Frequencies of value counts

Unique

Unique0 ?
Unique (%)0.0%
Histogram of lengths of the category

Length

Max length9
Median length6
Mean length6.595577368
Min length3

Overview of Unicode Properties

Unique unicode characters12
Unique unicode categories2 ?
Unique unicode scripts2 ?
Unique unicode blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
n13104818.5%
 
o9762713.8%
 
e8550012.0%
 
a8049011.3%
 
c705349.9%
 
r570258.0%
 
434416.1%
 
h434416.1%
 
g434416.1%
 
l270933.8%
 
w149662.1%
 
m149662.1%
 

Most occurring categories

ValueCountFrequency (%) 
Lowercase Letter66613193.9%
 
Space Separator434416.1%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
n13104819.7%
 
o9762714.7%
 
e8550012.8%
 
a8049012.1%
 
c7053410.6%
 
r570258.6%
 
h434416.5%
 
g434416.5%
 
l270934.1%
 
w149662.2%
 
m149662.2%
 

Most frequent Space Separator characters

ValueCountFrequency (%) 
43441100.0%
 

Most occurring scripts

ValueCountFrequency (%) 
Latin66613193.9%
 
Common434416.1%
 

Most frequent Latin characters

ValueCountFrequency (%) 
n13104819.7%
 
o9762714.7%
 
e8550012.8%
 
a8049012.1%
 
c7053410.6%
 
r570258.6%
 
h434416.5%
 
g434416.5%
 
l270934.1%
 
w149662.2%
 
m149662.2%
 

Most frequent Common characters

ValueCountFrequency (%) 
43441100.0%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII709572100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
n13104818.5%
 
o9762713.8%
 
e8550012.0%
 
a8049011.3%
 
c705349.9%
 
r570258.0%
 
434416.1%
 
h434416.1%
 
g434416.1%
 
l270933.8%
 
w149662.1%
 
m149662.1%
 
Distinct2
Distinct (%)< 0.1%
Missing91236
Missing (%)84.8%
Memory size840.6 KiB
1
12845 
0
 
3502
(Missing)
91236 
ValueCountFrequency (%) 
11284511.9%
 
035023.3%
 
(Missing)9123684.8%
 

Air movement preference
Categorical

MISSING

Distinct3
Distinct (%)< 0.1%
Missing64208
Missing (%)59.7%
Memory size840.6 KiB
no change
22983 
more
16806 
less
3586 
ValueCountFrequency (%) 
no change2298321.4%
 
more1680615.6%
 
less35863.3%
 
(Missing)6420859.7%
 
Frequencies of value counts

Unique

Unique0 ?
Unique (%)0.0%
Histogram of lengths of the category

Length

Max length9
Median length3
Mean length4.471329113
Min length3

Overview of Unicode Properties

Unique unicode characters12
Unique unicode categories2 ?
Unique unicode scripts2 ?
Unique unicode blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
n17438236.3%
 
a8719118.1%
 
e433759.0%
 
o397898.3%
 
229834.8%
 
c229834.8%
 
h229834.8%
 
g229834.8%
 
m168063.5%
 
r168063.5%
 
s71721.5%
 
l35860.7%
 

Most occurring categories

ValueCountFrequency (%) 
Lowercase Letter45805695.2%
 
Space Separator229834.8%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
n17438238.1%
 
a8719119.0%
 
e433759.5%
 
o397898.7%
 
c229835.0%
 
h229835.0%
 
g229835.0%
 
m168063.7%
 
r168063.7%
 
s71721.6%
 
l35860.8%
 

Most frequent Space Separator characters

ValueCountFrequency (%) 
22983100.0%
 

Most occurring scripts

ValueCountFrequency (%) 
Latin45805695.2%
 
Common229834.8%
 

Most frequent Latin characters

ValueCountFrequency (%) 
n17438238.1%
 
a8719119.0%
 
e433759.5%
 
o397898.7%
 
c229835.0%
 
h229835.0%
 
g229835.0%
 
m168063.7%
 
r168063.7%
 
s71721.6%
 
l35860.8%
 

Most frequent Common characters

ValueCountFrequency (%) 
22983100.0%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII481039100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
n17438236.3%
 
a8719118.1%
 
e433759.0%
 
o397898.3%
 
229834.8%
 
c229834.8%
 
h229834.8%
 
g229834.8%
 
m168063.5%
 
r168063.5%
 
s71721.5%
 
l35860.7%
 

Thermal comfort
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing71248
Missing (%)66.2%
Memory size3.6 MiB

PMV
Real number (ℝ)

HIGH CORRELATION
MISSING
ZEROS

Distinct599
Distinct (%)0.9%
Missing40849
Missing (%)38.0%
Infinite0
Infinite (%)0.0%
Mean0.136790092
Minimum-3
Maximum3
Zeros2880
Zeros (%)2.7%
Memory size840.6 KiB

Quantile statistics

Minimum-3
5-th percentile-1.3
Q1-0.4
median0.1
Q30.66
95-th percentile1.8
Maximum3
Range6
Interquartile range (IQR)1.06

Descriptive statistics

Standard deviation0.9445713053
Coefficient of variation (CV)6.90526113
Kurtosis1.153650788
Mean0.136790092
Median Absolute Deviation (MAD)0.5
Skewness0.18328387
Sum9128.55
Variance0.8922149507
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0.128992.7%
 
028802.7%
 
0.228372.6%
 
-0.127272.5%
 
0.325492.4%
 
-0.224212.3%
 
0.424052.2%
 
0.523442.2%
 
-0.322692.1%
 
0.621382.0%
 
-0.420761.9%
 
0.719541.8%
 
-0.517601.6%
 
0.817531.6%
 
-0.616461.5%
 
0.914261.3%
 
-0.712321.1%
 
111631.1%
 
1.19930.9%
 
-0.89450.9%
 
-0.98030.7%
 
1.28020.7%
 
1.36910.6%
 
36790.6%
 
1.46160.6%
 
Other values (574)2272621.1%
 
(Missing)4084938.0%
 
ValueCountFrequency (%) 
-33120.3%
 
-2.993< 0.1%
 
-2.973< 0.1%
 
-2.962< 0.1%
 
-2.951< 0.1%
 
-2.944< 0.1%
 
-2.931< 0.1%
 
-2.923< 0.1%
 
-2.911< 0.1%
 
-2.918< 0.1%
 
ValueCountFrequency (%) 
36790.6%
 
2.994< 0.1%
 
2.987< 0.1%
 
2.974< 0.1%
 
2.964< 0.1%
 
2.952< 0.1%
 
2.947< 0.1%
 
2.936< 0.1%
 
2.925< 0.1%
 
2.917< 0.1%
 

PPD
Real number (ℝ≥0)

MISSING

Distinct6083
Distinct (%)9.1%
Missing40849
Missing (%)38.0%
Infinite0
Infinite (%)0.0%
Mean20.96209428
Minimum5
Maximum99.12
Zeros0
Zeros (%)0.0%
Memory size840.6 KiB

Quantile statistics

Minimum5
5-th percentile5
Q16
median11
Q325
95-th percentile78.5435
Maximum99.12
Range94.12
Interquartile range (IQR)19

Descriptive statistics

Standard deviation22.81280371
Coefficient of variation (CV)1.088288384
Kurtosis3.16886189
Mean20.96209428
Median Absolute Deviation (MAD)5.96
Skewness1.958693254
Sum1398884.4
Variance520.424013
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
588368.2%
 
657365.3%
 
735863.3%
 
828332.6%
 
922862.1%
 
1019201.8%
 
1117511.6%
 
1215671.5%
 
1313571.3%
 
1411771.1%
 
1510921.0%
 
169830.9%
 
179180.9%
 
187510.7%
 
197390.7%
 
206880.6%
 
996370.6%
 
216020.6%
 
235820.5%
 
225380.5%
 
245170.5%
 
254240.4%
 
99.124070.4%
 
274010.4%
 
264010.4%
 
Other values (6058)2600524.2%
 
(Missing)4084938.0%
 
ValueCountFrequency (%) 
588368.2%
 
5.011770.2%
 
5.021220.1%
 
5.031030.1%
 
5.04810.1%
 
5.05640.1%
 
5.06690.1%
 
5.07670.1%
 
5.08630.1%
 
5.09590.1%
 
ValueCountFrequency (%) 
99.124070.4%
 
99.092< 0.1%
 
99.082< 0.1%
 
99.071< 0.1%
 
99.062< 0.1%
 
99.032< 0.1%
 
99.025< 0.1%
 
996370.6%
 
98.981< 0.1%
 
98.963< 0.1%
 

SET
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct2222
Distinct (%)3.3%
Missing41065
Missing (%)38.2%
Infinite0
Infinite (%)0.0%
Mean25.76962897
Minimum6.55
Maximum61.53
Zeros0
Zeros (%)0.0%
Memory size840.6 KiB

Quantile statistics

Minimum6.55
5-th percentile21.03
Q123.71
median25.53
Q327.63
95-th percentile31.45
Maximum61.53
Range54.98
Interquartile range (IQR)3.92

Descriptive statistics

Standard deviation3.201344026
Coefficient of variation (CV)0.1242293411
Kurtosis1.336342141
Mean25.76962897
Median Absolute Deviation (MAD)1.93
Skewness0.320380539
Sum1714144.18
Variance10.24860358
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
24.351470.1%
 
24.391400.1%
 
26.91310.1%
 
23.281280.1%
 
25.931220.1%
 
25.021190.1%
 
24.81190.1%
 
24.611190.1%
 
25.351180.1%
 
26.011160.1%
 
24.921160.1%
 
22.981140.1%
 
24.931130.1%
 
25.131130.1%
 
25.761130.1%
 
24.361130.1%
 
23.41120.1%
 
24.491120.1%
 
25.311120.1%
 
25.691120.1%
 
25.751120.1%
 
25.061120.1%
 
25.151100.1%
 
25.861100.1%
 
26.021090.1%
 
Other values (2197)6357659.1%
 
(Missing)4106538.2%
 
ValueCountFrequency (%) 
6.551< 0.1%
 
9.051< 0.1%
 
9.111< 0.1%
 
9.541< 0.1%
 
10.071< 0.1%
 
10.191< 0.1%
 
10.551< 0.1%
 
10.832< 0.1%
 
10.931< 0.1%
 
111< 0.1%
 
ValueCountFrequency (%) 
61.531< 0.1%
 
52.21< 0.1%
 
51.971< 0.1%
 
46.121< 0.1%
 
42.691< 0.1%
 
42.621< 0.1%
 
42.331< 0.1%
 
42.091< 0.1%
 
41.81< 0.1%
 
41.491< 0.1%
 

Clo
Real number (ℝ≥0)

MISSING

Distinct257
Distinct (%)0.3%
Missing7920
Missing (%)7.4%
Infinite0
Infinite (%)0.0%
Mean0.6736686634
Minimum0
Maximum2.89
Zeros10
Zeros (%)< 0.1%
Memory size840.6 KiB

Quantile statistics

Minimum0
5-th percentile0.3
Q10.49
median0.63
Q30.78
95-th percentile1.24
Maximum2.89
Range2.89
Interquartile range (IQR)0.29

Descriptive statistics

Standard deviation0.2876221599
Coefficient of variation (CV)0.4269489966
Kurtosis3.764052529
Mean0.6736686634
Median Absolute Deviation (MAD)0.14
Skewness1.458166835
Sum67139.84
Variance0.08272650686
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0.6836633.4%
 
0.534473.2%
 
0.6328472.6%
 
0.7527502.6%
 
0.7226692.5%
 
0.6226422.5%
 
0.724172.2%
 
0.5721682.0%
 
0.7821092.0%
 
0.3921072.0%
 
0.5820681.9%
 
0.4620671.9%
 
0.620161.9%
 
0.419911.9%
 
0.6618291.7%
 
0.7317091.6%
 
0.6416661.5%
 
0.6714901.4%
 
0.5314901.4%
 
0.5514261.3%
 
0.5614191.3%
 
0.4413791.3%
 
0.5213141.2%
 
0.4813121.2%
 
0.6112721.2%
 
Other values (232)4839645.0%
 
(Missing)79207.4%
 
ValueCountFrequency (%) 
010< 0.1%
 
0.033< 0.1%
 
0.0415< 0.1%
 
0.05930.1%
 
0.068< 0.1%
 
0.0739< 0.1%
 
0.089< 0.1%
 
0.09740.1%
 
0.133< 0.1%
 
0.1133< 0.1%
 
ValueCountFrequency (%) 
2.892< 0.1%
 
2.871< 0.1%
 
2.841< 0.1%
 
2.81< 0.1%
 
2.771< 0.1%
 
2.741< 0.1%
 
2.711< 0.1%
 
2.71< 0.1%
 
2.681< 0.1%
 
2.673< 0.1%
 

Met
Real number (ℝ≥0)

MISSING

Distinct143
Distinct (%)0.2%
Missing17164
Missing (%)16.0%
Infinite0
Infinite (%)0.0%
Mean1.206626373
Minimum0.65
Maximum6.83
Zeros0
Zeros (%)0.0%
Memory size840.6 KiB

Quantile statistics

Minimum0.65
5-th percentile1
Q11.06
median1.2
Q31.2
95-th percentile1.6
Maximum6.83
Range6.18
Interquartile range (IQR)0.14

Descriptive statistics

Standard deviation0.2489392593
Coefficient of variation (CV)0.2063101428
Kurtosis34.18371525
Mean1.206626373
Median Absolute Deviation (MAD)0.1
Skewness3.872080926
Sum109101.95
Variance0.06197075481
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
1.23086028.7%
 
11803416.8%
 
1.11110810.3%
 
1.374456.9%
 
1.443374.0%
 
1.623102.1%
 
1.0116421.5%
 
1.515071.4%
 
0.899390.9%
 
28580.8%
 
1.198440.8%
 
1.888400.8%
 
1.137860.7%
 
1.76380.6%
 
1.066350.6%
 
0.84780.4%
 
1.094720.4%
 
1.94610.4%
 
0.774600.4%
 
1.83340.3%
 
0.992800.3%
 
1.242310.2%
 
1.121930.2%
 
1.111920.2%
 
1.291650.2%
 
Other values (118)43704.1%
 
(Missing)1716416.0%
 
ValueCountFrequency (%) 
0.6519< 0.1%
 
0.714< 0.1%
 
0.774600.4%
 
0.781< 0.1%
 
0.84780.4%
 
0.811< 0.1%
 
0.821< 0.1%
 
0.833< 0.1%
 
0.842< 0.1%
 
0.851< 0.1%
 
ValueCountFrequency (%) 
6.831< 0.1%
 
524< 0.1%
 
4.52< 0.1%
 
45< 0.1%
 
3.8730.1%
 
3.53< 0.1%
 
3.411< 0.1%
 
3.414< 0.1%
 
3.31< 0.1%
 
3.21< 0.1%
 

activity_10
Real number (ℝ≥0)

MISSING

Distinct61
Distinct (%)0.7%
Missing98773
Missing (%)91.8%
Infinite0
Infinite (%)0.0%
Mean1.184229466
Minimum0
Maximum3.8
Zeros4
Zeros (%)< 0.1%
Memory size840.6 KiB

Quantile statistics

Minimum0
5-th percentile1
Q11
median1.058020478
Q31.2
95-th percentile1.718213058
Maximum3.8
Range3.8
Interquartile range (IQR)0.2

Descriptive statistics

Standard deviation0.2628298675
Coefficient of variation (CV)0.2219416719
Kurtosis5.91810395
Mean1.184229466
Median Absolute Deviation (MAD)0.058020478
Skewness2.095157181
Sum10433.06159
Variance0.06907953927
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
120911.9%
 
1.05802047817951.7%
 
1.211231.0%
 
1.64660.4%
 
1.1168384884220.4%
 
1.0309278353510.3%
 
1.7182130582660.2%
 
1.3481228672500.2%
 
22420.2%
 
1.1945392492350.2%
 
1.0921501712300.2%
 
0.9897610921930.2%
 
1.11790.2%
 
1.1262798631750.2%
 
1.5979381441530.1%
 
1.0750853241180.1%
 
1.979522184710.1%
 
1.109215017660.1%
 
1.160409556590.1%
 
1.544< 0.1%
 
1.20274914130< 0.1%
 
1.48464163826< 0.1%
 
0.93856655319< 0.1%
 
1.27986348117< 0.1%
 
1.416< 0.1%
 
Other values (36)1730.2%
 
(Missing)9877391.8%
 
ValueCountFrequency (%) 
04< 0.1%
 
0.426621161< 0.1%
 
0.61< 0.1%
 
0.7849829357< 0.1%
 
0.93856655319< 0.1%
 
0.9897610921930.2%
 
120911.9%
 
1.0068259391< 0.1%
 
1.0238907854< 0.1%
 
1.0309278353510.3%
 
ValueCountFrequency (%) 
3.81< 0.1%
 
3.4129692831< 0.1%
 
2.8156996593< 0.1%
 
2.811< 0.1%
 
2.63< 0.1%
 
22420.2%
 
1.979522184710.1%
 
1.97< 0.1%
 
1.8771331063< 0.1%
 
1.89< 0.1%
 

activity_20
Real number (ℝ≥0)

MISSING

Distinct87
Distinct (%)0.9%
Missing97884
Missing (%)91.0%
Infinite0
Infinite (%)0.0%
Mean1.257274345
Minimum0.42662116
Maximum6.8
Zeros0
Zeros (%)0.0%
Memory size840.6 KiB

Quantile statistics

Minimum0.42662116
5-th percentile1
Q11.058020478
median1.116838488
Q31.348122867
95-th percentile1.979522184
Maximum6.8
Range6.37337884
Interquartile range (IQR)0.290102389

Descriptive statistics

Standard deviation0.3096733382
Coefficient of variation (CV)0.2463053028
Kurtosis23.56837936
Mean1.257274345
Median Absolute Deviation (MAD)0.083161512
Skewness2.954161303
Sum12194.30387
Variance0.09589757638
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
1.05802047814081.3%
 
1.111951.1%
 
110561.0%
 
1.210090.9%
 
1.64990.5%
 
1.3481228674960.5%
 
1.1168384883900.4%
 
1.7182130583210.3%
 
1.52860.3%
 
1.0309278352830.3%
 
22820.3%
 
1.32770.3%
 
1.42430.2%
 
1.1262798632260.2%
 
1.1945392492190.2%
 
1.0921501712150.2%
 
1.5979381441820.2%
 
1.9795221841490.1%
 
0.9897610921290.1%
 
1.0750853241280.1%
 
1.7850.1%
 
1.8670.1%
 
1.109215017640.1%
 
1.16040955650< 0.1%
 
1.20274914146< 0.1%
 
Other values (62)3940.4%
 
(Missing)9788491.0%
 
ValueCountFrequency (%) 
0.426621161< 0.1%
 
0.69965870334< 0.1%
 
0.7508532422< 0.1%
 
0.78498293513< 0.1%
 
0.85< 0.1%
 
0.93856655316< 0.1%
 
0.9897610921290.1%
 
110561.0%
 
1.0068259391< 0.1%
 
1.0238907852< 0.1%
 
ValueCountFrequency (%) 
6.81< 0.1%
 
5.21< 0.1%
 
4.91< 0.1%
 
4.61< 0.1%
 
4.51< 0.1%
 
4.31< 0.1%
 
41< 0.1%
 
3.91< 0.1%
 
3.81< 0.1%
 
3.52< 0.1%
 

activity_30
Real number (ℝ≥0)

MISSING

Distinct66
Distinct (%)0.8%
Missing98829
Missing (%)91.9%
Infinite0
Infinite (%)0.0%
Mean1.258976851
Minimum0
Maximum3.8
Zeros2
Zeros (%)< 0.1%
Memory size840.6 KiB

Quantile statistics

Minimum0
5-th percentile1
Q11.058020478
median1.126279863
Q31.348122867
95-th percentile2
Maximum3.8
Range3.8
Interquartile range (IQR)0.290102389

Descriptive statistics

Standard deviation0.3249600756
Coefficient of variation (CV)0.2581144167
Kurtosis7.102522386
Mean1.258976851
Median Absolute Deviation (MAD)0.095352028
Skewness2.019834154
Sum11021.08336
Variance0.1055990507
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
114341.3%
 
1.05802047813721.3%
 
1.212621.2%
 
1.67580.7%
 
1.3481228674730.4%
 
1.1168384884010.4%
 
23750.3%
 
1.7182130583230.3%
 
1.0309278352990.3%
 
1.1262798632310.2%
 
1.1945392492200.2%
 
1.0921501712180.2%
 
0.9897610921610.1%
 
1.5979381441590.1%
 
1.11510.1%
 
1.9795221841470.1%
 
1.0750853241270.1%
 
1.109215017780.1%
 
1.546< 0.1%
 
0.69965870344< 0.1%
 
1.16040955641< 0.1%
 
1.20274914139< 0.1%
 
2.832< 0.1%
 
1.48464163832< 0.1%
 
1.729< 0.1%
 
Other values (41)3020.3%
 
(Missing)9882991.9%
 
ValueCountFrequency (%) 
02< 0.1%
 
0.69965870344< 0.1%
 
0.74< 0.1%
 
0.7508532421< 0.1%
 
0.78498293513< 0.1%
 
0.8191126281< 0.1%
 
0.9385665534< 0.1%
 
0.9897610921610.1%
 
114341.3%
 
1.0238907853< 0.1%
 
ValueCountFrequency (%) 
3.811< 0.1%
 
3.4129692833< 0.1%
 
2.8156996599< 0.1%
 
2.832< 0.1%
 
2.65< 0.1%
 
2.4914675771< 0.1%
 
2.2184300341< 0.1%
 
2.047781574< 0.1%
 
23750.3%
 
1.9795221841470.1%
 

activity_60
Real number (ℝ≥0)

MISSING

Distinct84
Distinct (%)0.9%
Missing97986
Missing (%)91.1%
Infinite0
Infinite (%)0.0%
Mean1.319213924
Minimum0.699658703
Maximum6.8
Zeros0
Zeros (%)0.0%
Memory size840.6 KiB

Quantile statistics

Minimum0.699658703
5-th percentile1
Q11.058020478
median1.2
Q31.5
95-th percentile1.979522184
Maximum6.8
Range6.100341297
Interquartile range (IQR)0.441979522

Descriptive statistics

Standard deviation0.4368083205
Coefficient of variation (CV)0.3311125759
Kurtosis45.8303252
Mean1.319213924
Median Absolute Deviation (MAD)0.148122867
Skewness4.926990416
Sum12660.49603
Variance0.1908015089
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
1.05802047812081.1%
 
110461.0%
 
1.29490.9%
 
1.16620.6%
 
1.66180.6%
 
1.3481228674630.4%
 
1.7182130583790.4%
 
1.1168384883580.3%
 
1.33440.3%
 
1.53400.3%
 
22980.3%
 
1.0309278352970.3%
 
1.42350.2%
 
1.1945392492250.2%
 
1.1262798632240.2%
 
1.0921501712040.2%
 
0.9897610921890.2%
 
1.9795221841810.2%
 
1.71620.2%
 
1.5979381441590.1%
 
1.81060.1%
 
1.075085324990.1%
 
1.9980.1%
 
1.109215017840.1%
 
1.160409556680.1%
 
Other values (59)6010.6%
 
(Missing)9798691.1%
 
ValueCountFrequency (%) 
0.69965870349< 0.1%
 
0.7508532421< 0.1%
 
0.78498293516< 0.1%
 
0.8020477821< 0.1%
 
0.8191126281< 0.1%
 
0.9385665535< 0.1%
 
0.9897610921890.2%
 
110461.0%
 
1.0238907852< 0.1%
 
1.0309278352970.3%
 
ValueCountFrequency (%) 
6.815< 0.1%
 
5.11< 0.1%
 
4.91< 0.1%
 
4.34< 0.1%
 
4.22< 0.1%
 
436< 0.1%
 
3.4129692835< 0.1%
 
3.45< 0.1%
 
3.33< 0.1%
 
3.24< 0.1%
 

Air temperature (¡C)
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct358
Distinct (%)0.4%
Missing7672
Missing (%)7.1%
Infinite0
Infinite (%)0.0%
Mean24.49635776
Minimum0.6
Maximum63.2
Zeros0
Zeros (%)0.0%
Memory size840.6 KiB

Quantile statistics

Minimum0.6
5-th percentile19.4
Q122.3
median23.9
Q326.4
95-th percentile31.2
Maximum63.2
Range62.6
Interquartile range (IQR)4.1

Descriptive statistics

Standard deviation3.782001775
Coefficient of variation (CV)0.1543903715
Kurtosis2.486097339
Mean24.49635776
Median Absolute Deviation (MAD)1.9
Skewness0.3703986643
Sum2447455.6
Variance14.30353743
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
2320621.9%
 
23.218541.7%
 
23.617421.6%
 
22.317191.6%
 
23.416831.6%
 
22.516781.6%
 
23.516401.5%
 
22.816291.5%
 
22.716201.5%
 
22.916121.5%
 
23.315891.5%
 
23.115811.5%
 
2415491.4%
 
24.115181.4%
 
23.814971.4%
 
2214731.4%
 
22.414491.3%
 
22.614071.3%
 
23.713811.3%
 
23.913501.3%
 
24.312481.2%
 
24.212241.1%
 
22.111981.1%
 
22.211501.1%
 
24.411371.1%
 
Other values (333)6192157.6%
 
(Missing)76727.1%
 
ValueCountFrequency (%) 
0.62< 0.1%
 
414< 0.1%
 
56< 0.1%
 
63< 0.1%
 
6.25< 0.1%
 
6.31< 0.1%
 
6.41< 0.1%
 
6.62< 0.1%
 
6.82< 0.1%
 
75< 0.1%
 
ValueCountFrequency (%) 
63.21< 0.1%
 
621< 0.1%
 
61.91< 0.1%
 
58.51< 0.1%
 
58.31< 0.1%
 
57.51< 0.1%
 
54.11< 0.1%
 
53.61< 0.1%
 
52.91< 0.1%
 
48.81< 0.1%
 

Air temperature (¡F)
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct572
Distinct (%)0.6%
Missing7672
Missing (%)7.1%
Infinite0
Infinite (%)0.0%
Mean76.09053958
Minimum33.1
Maximum145.8
Zeros0
Zeros (%)0.0%
Memory size840.6 KiB

Quantile statistics

Minimum33.1
5-th percentile67
Q172.2
median75
Q379.6
95-th percentile88.2
Maximum145.8
Range112.7
Interquartile range (IQR)7.4

Descriptive statistics

Standard deviation6.808185796
Coefficient of variation (CV)0.08947479981
Kurtosis2.482901488
Mean76.09053958
Median Absolute Deviation (MAD)3.4
Skewness0.3708543257
Sum7602281.9
Variance46.35139383
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
73.415291.4%
 
72.114481.3%
 
73.813771.3%
 
72.513271.2%
 
7312471.2%
 
73.912231.1%
 
71.612161.1%
 
72.911791.1%
 
73.211541.1%
 
74.811311.1%
 
74.111271.0%
 
74.511181.0%
 
74.311071.0%
 
72.310931.0%
 
73.610931.0%
 
75.410491.0%
 
75.210441.0%
 
72.710301.0%
 
75.79840.9%
 
74.79450.9%
 
75.69430.9%
 
759210.9%
 
71.88920.8%
 
75.98870.8%
 
77.28560.8%
 
Other values (547)7199166.9%
 
(Missing)76727.1%
 
ValueCountFrequency (%) 
33.12< 0.1%
 
39.214< 0.1%
 
416< 0.1%
 
42.83< 0.1%
 
43.11< 0.1%
 
43.24< 0.1%
 
43.41< 0.1%
 
43.61< 0.1%
 
43.82< 0.1%
 
44.22< 0.1%
 
ValueCountFrequency (%) 
145.81< 0.1%
 
143.61< 0.1%
 
143.41< 0.1%
 
137.31< 0.1%
 
136.91< 0.1%
 
135.51< 0.1%
 
129.31< 0.1%
 
128.41< 0.1%
 
127.31< 0.1%
 
119.81< 0.1%
 

Ta_h (¡C)
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct287
Distinct (%)1.0%
Missing79559
Missing (%)74.0%
Infinite0
Infinite (%)0.0%
Mean24.56925849
Minimum6.3
Maximum41.7
Zeros0
Zeros (%)0.0%
Memory size840.6 KiB

Quantile statistics

Minimum6.3
5-th percentile19.9
Q122.8
median24.1
Q326.2
95-th percentile30.1
Maximum41.7
Range35.4
Interquartile range (IQR)3.4

Descriptive statistics

Standard deviation3.314985974
Coefficient of variation (CV)0.134924136
Kurtosis2.659715241
Mean24.56925849
Median Absolute Deviation (MAD)1.6
Skewness0.439965025
Sum688528.9
Variance10.98913201
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
23.46970.6%
 
23.55940.6%
 
23.85920.6%
 
23.95800.5%
 
23.65530.5%
 
23.25440.5%
 
235400.5%
 
23.75210.5%
 
23.35090.5%
 
244990.5%
 
24.24970.5%
 
24.34960.5%
 
22.44850.5%
 
23.14740.4%
 
24.14710.4%
 
22.74710.4%
 
22.94630.4%
 
22.64500.4%
 
24.44410.4%
 
22.84060.4%
 
24.64030.4%
 
24.53900.4%
 
24.83800.4%
 
24.73590.3%
 
22.33550.3%
 
Other values (262)1585414.7%
 
(Missing)7955974.0%
 
ValueCountFrequency (%) 
6.32< 0.1%
 
6.92< 0.1%
 
7.22< 0.1%
 
7.32< 0.1%
 
7.41< 0.1%
 
7.62< 0.1%
 
7.92< 0.1%
 
8.21< 0.1%
 
8.42< 0.1%
 
8.52< 0.1%
 
ValueCountFrequency (%) 
41.71< 0.1%
 
41.21< 0.1%
 
39.84< 0.1%
 
39.71< 0.1%
 
39.51< 0.1%
 
39.43< 0.1%
 
38.81< 0.1%
 
38.71< 0.1%
 
38.52< 0.1%
 
38.41< 0.1%
 

Ta_h (¡F)
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct400
Distinct (%)1.4%
Missing79559
Missing (%)74.0%
Infinite0
Infinite (%)0.0%
Mean76.22371896
Minimum43.3
Maximum107.1
Zeros0
Zeros (%)0.0%
Memory size840.6 KiB

Quantile statistics

Minimum43.3
5-th percentile67.8
Q173
median75.3
Q379.2
95-th percentile86.2
Maximum107.1
Range63.8
Interquartile range (IQR)6.2

Descriptive statistics

Standard deviation5.968313672
Coefficient of variation (CV)0.07829995379
Kurtosis2.654441706
Mean76.22371896
Median Absolute Deviation (MAD)2.9
Skewness0.4404846478
Sum2136093.5
Variance35.62076808
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
74.84490.4%
 
74.34420.4%
 
74.14400.4%
 
74.54310.4%
 
73.44280.4%
 
75.74200.4%
 
75.64150.4%
 
73.83960.4%
 
74.73940.4%
 
73.63780.4%
 
753720.3%
 
75.43690.3%
 
73.93670.3%
 
75.23670.3%
 
75.93540.3%
 
72.33450.3%
 
733330.3%
 
76.13260.3%
 
72.93220.3%
 
73.23160.3%
 
72.73120.3%
 
77.22990.3%
 
76.62960.3%
 
76.32920.3%
 
77.42870.3%
 
Other values (375)1887417.5%
 
(Missing)7955974.0%
 
ValueCountFrequency (%) 
43.32< 0.1%
 
44.42< 0.1%
 
452< 0.1%
 
45.12< 0.1%
 
45.31< 0.1%
 
45.72< 0.1%
 
46.22< 0.1%
 
46.81< 0.1%
 
47.12< 0.1%
 
47.32< 0.1%
 
ValueCountFrequency (%) 
107.11< 0.1%
 
106.11< 0.1%
 
103.64< 0.1%
 
103.51< 0.1%
 
103.21< 0.1%
 
102.93< 0.1%
 
101.81< 0.1%
 
101.71< 0.1%
 
101.32< 0.1%
 
101.21< 0.1%
 

Ta_m (¡C)
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct318
Distinct (%)1.0%
Missing76435
Missing (%)71.0%
Infinite0
Infinite (%)0.0%
Mean24.22096443
Minimum6
Maximum42.7
Zeros0
Zeros (%)0.0%
Memory size840.6 KiB

Quantile statistics

Minimum6
5-th percentile17.8
Q122.2
median23.6
Q326.4
95-th percentile31.4
Maximum42.7
Range36.7
Interquartile range (IQR)4.2

Descriptive statistics

Standard deviation4.182063278
Coefficient of variation (CV)0.1726629545
Kurtosis1.462291233
Mean24.22096443
Median Absolute Deviation (MAD)1.8
Skewness-0.1670381697
Sum754434.6
Variance17.48965326
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
23.28100.8%
 
237640.7%
 
22.76990.6%
 
22.36920.6%
 
23.46630.6%
 
23.66360.6%
 
245890.5%
 
225710.5%
 
23.85250.5%
 
22.85240.5%
 
23.35170.5%
 
23.55170.5%
 
23.14800.4%
 
23.74800.4%
 
22.64720.4%
 
22.54680.4%
 
24.14670.4%
 
22.94560.4%
 
22.44100.4%
 
22.24030.4%
 
23.93870.4%
 
24.23860.4%
 
24.43600.3%
 
21.63530.3%
 
24.53480.3%
 
Other values (293)1817116.9%
 
(Missing)7643571.0%
 
ValueCountFrequency (%) 
61< 0.1%
 
6.11< 0.1%
 
6.25< 0.1%
 
6.31< 0.1%
 
6.54< 0.1%
 
6.85< 0.1%
 
6.91< 0.1%
 
73< 0.1%
 
7.14< 0.1%
 
7.21< 0.1%
 
ValueCountFrequency (%) 
42.71< 0.1%
 
42.51< 0.1%
 
40.51< 0.1%
 
401< 0.1%
 
39.51< 0.1%
 
39.41< 0.1%
 
39.22< 0.1%
 
39.11< 0.1%
 
391< 0.1%
 
38.71< 0.1%
 

Ta_m (¡F)
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing76418
Missing (%)71.0%
Memory size3.4 MiB

Ta_l (¡C)
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct239
Distinct (%)2.3%
Missing97135
Missing (%)90.3%
Infinite0
Infinite (%)0.0%
Mean23.45012443
Minimum5
Maximum36.2
Zeros0
Zeros (%)0.0%
Memory size840.6 KiB

Quantile statistics

Minimum5
5-th percentile19
Q121.9
median23
Q324.5
95-th percentile29.9
Maximum36.2
Range31.2
Interquartile range (IQR)2.6

Descriptive statistics

Standard deviation3.335374759
Coefficient of variation (CV)0.1422327105
Kurtosis2.764734145
Mean23.45012443
Median Absolute Deviation (MAD)1.2
Skewness0.044692297
Sum245006.9
Variance11.12472479
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
22.52870.3%
 
232860.3%
 
22.72680.2%
 
23.42590.2%
 
23.22560.2%
 
23.12540.2%
 
22.62390.2%
 
23.32380.2%
 
22.22310.2%
 
22.92300.2%
 
22.42290.2%
 
22.82220.2%
 
23.52110.2%
 
22.11950.2%
 
21.81950.2%
 
22.31880.2%
 
23.61840.2%
 
23.81810.2%
 
23.91770.2%
 
221670.2%
 
23.71630.2%
 
24.21600.1%
 
241450.1%
 
21.61430.1%
 
21.71360.1%
 
Other values (214)52044.8%
 
(Missing)9713590.3%
 
ValueCountFrequency (%) 
51< 0.1%
 
62< 0.1%
 
6.12< 0.1%
 
6.62< 0.1%
 
6.82< 0.1%
 
7.21< 0.1%
 
7.32< 0.1%
 
7.42< 0.1%
 
7.91< 0.1%
 
81< 0.1%
 
ValueCountFrequency (%) 
36.21< 0.1%
 
35.21< 0.1%
 
35.13< 0.1%
 
34.92< 0.1%
 
34.62< 0.1%
 
34.45< 0.1%
 
34.32< 0.1%
 
34.22< 0.1%
 
34.11< 0.1%
 
343< 0.1%
 

Ta_l (¡F)
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct338
Distinct (%)3.2%
Missing97135
Missing (%)90.3%
Infinite0
Infinite (%)0.0%
Mean74.2076474
Minimum41
Maximum97.2
Zeros0
Zeros (%)0.0%
Memory size840.6 KiB

Quantile statistics

Minimum41
5-th percentile66.2
Q171.4
median73.5
Q376.1
95-th percentile85.8
Maximum97.2
Range56.2
Interquartile range (IQR)4.7

Descriptive statistics

Standard deviation6.004031693
Coefficient of variation (CV)0.08090853037
Kurtosis2.762924589
Mean74.2076474
Median Absolute Deviation (MAD)2.3
Skewness0.04488500568
Sum775321.5
Variance36.04839657
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
73.42130.2%
 
74.12010.2%
 
72.51990.2%
 
72.91890.2%
 
73.81850.2%
 
73.61820.2%
 
721810.2%
 
73.91750.2%
 
72.71690.2%
 
731620.2%
 
72.31530.1%
 
71.21530.1%
 
73.21520.1%
 
74.31410.1%
 
71.81410.1%
 
72.11340.1%
 
74.51310.1%
 
74.81310.1%
 
71.61240.1%
 
751190.1%
 
70.91160.1%
 
75.61140.1%
 
74.71120.1%
 
72.41100.1%
 
75.71100.1%
 
Other values (313)66516.2%
 
(Missing)9713590.3%
 
ValueCountFrequency (%) 
411< 0.1%
 
42.82< 0.1%
 
432< 0.1%
 
43.92< 0.1%
 
44.22< 0.1%
 
451< 0.1%
 
45.12< 0.1%
 
45.32< 0.1%
 
46.21< 0.1%
 
46.41< 0.1%
 
ValueCountFrequency (%) 
97.21< 0.1%
 
95.41< 0.1%
 
95.23< 0.1%
 
94.82< 0.1%
 
94.32< 0.1%
 
93.95< 0.1%
 
93.72< 0.1%
 
93.62< 0.1%
 
93.41< 0.1%
 
93.23< 0.1%
 

Operative temperature (¡C)
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct312
Distinct (%)0.8%
Missing69620
Missing (%)64.7%
Infinite0
Infinite (%)0.0%
Mean24.50423307
Minimum5.1
Maximum44.7
Zeros0
Zeros (%)0.0%
Memory size840.6 KiB

Quantile statistics

Minimum5.1
5-th percentile19.2
Q122.4
median23.9
Q326.6
95-th percentile31.2
Maximum44.7
Range39.6
Interquartile range (IQR)4.2

Descriptive statistics

Standard deviation3.824202365
Coefficient of variation (CV)0.1560629282
Kurtosis1.31870734
Mean24.50423307
Median Absolute Deviation (MAD)1.9
Skewness0.006779882467
Sum930254.2
Variance14.62452373
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
23.28210.8%
 
23.47690.7%
 
23.67170.7%
 
23.56970.6%
 
236860.6%
 
23.16830.6%
 
23.36690.6%
 
24.16490.6%
 
22.26450.6%
 
22.56290.6%
 
23.76150.6%
 
22.66070.6%
 
23.95880.5%
 
22.75790.5%
 
22.45770.5%
 
22.85770.5%
 
22.95590.5%
 
245580.5%
 
24.25200.5%
 
23.85200.5%
 
22.35180.5%
 
24.45180.5%
 
225090.5%
 
21.84980.5%
 
24.74590.4%
 
Other values (287)2279621.2%
 
(Missing)6962064.7%
 
ValueCountFrequency (%) 
5.11< 0.1%
 
5.31< 0.1%
 
61< 0.1%
 
6.91< 0.1%
 
7.62< 0.1%
 
7.83< 0.1%
 
81< 0.1%
 
8.13< 0.1%
 
8.34< 0.1%
 
8.47< 0.1%
 
ValueCountFrequency (%) 
44.71< 0.1%
 
43.61< 0.1%
 
43.51< 0.1%
 
40.81< 0.1%
 
40.61< 0.1%
 
39.81< 0.1%
 
39.41< 0.1%
 
39.22< 0.1%
 
39.11< 0.1%
 
38.91< 0.1%
 

Operative temperature (¡F)
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct520
Distinct (%)1.4%
Missing69620
Missing (%)64.7%
Infinite0
Infinite (%)0.0%
Mean76.10562653
Minimum41.2
Maximum112.4
Zeros0
Zeros (%)0.0%
Memory size840.6 KiB

Quantile statistics

Minimum41.2
5-th percentile66.5
Q172.3
median74.9
Q379.9
95-th percentile88.1
Maximum112.4
Range71.2
Interquartile range (IQR)7.6

Descriptive statistics

Standard deviation6.881707098
Coefficient of variation (CV)0.09042310551
Kurtosis1.319957319
Mean76.10562653
Median Absolute Deviation (MAD)3.3
Skewness0.006235161416
Sum2889197.9
Variance47.35789258
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
73.85370.5%
 
74.15290.5%
 
724960.5%
 
73.64690.4%
 
74.34690.4%
 
74.54500.4%
 
73.94450.4%
 
72.74440.4%
 
73.44320.4%
 
74.74240.4%
 
734120.4%
 
754020.4%
 
72.94010.4%
 
72.33930.4%
 
75.63860.4%
 
72.53800.4%
 
75.93750.3%
 
73.23690.3%
 
75.33650.3%
 
72.13560.3%
 
71.63450.3%
 
74.83440.3%
 
75.43400.3%
 
75.23360.3%
 
71.23350.3%
 
Other values (495)2772925.8%
 
(Missing)6962064.7%
 
ValueCountFrequency (%) 
41.21< 0.1%
 
41.61< 0.1%
 
42.81< 0.1%
 
44.41< 0.1%
 
45.72< 0.1%
 
46.13< 0.1%
 
46.41< 0.1%
 
46.63< 0.1%
 
474< 0.1%
 
47.17< 0.1%
 
ValueCountFrequency (%) 
112.41< 0.1%
 
110.51< 0.1%
 
110.31< 0.1%
 
105.51< 0.1%
 
1051< 0.1%
 
103.71< 0.1%
 
102.91< 0.1%
 
102.62< 0.1%
 
102.31< 0.1%
 
1021< 0.1%
 

Radiant temperature (¡C)
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct331
Distinct (%)1.0%
Missing75110
Missing (%)69.8%
Infinite0
Infinite (%)0.0%
Mean24.60273458
Minimum1.2
Maximum148.1
Zeros0
Zeros (%)0.0%
Memory size840.6 KiB

Quantile statistics

Minimum1.2
5-th percentile18.7
Q122.4
median24
Q327
95-th percentile31.6
Maximum148.1
Range146.9
Interquartile range (IQR)4.6

Descriptive statistics

Standard deviation4.257815073
Coefficient of variation (CV)0.1730626756
Kurtosis50.2608282
Mean24.60273458
Median Absolute Deviation (MAD)2
Skewness1.669584146
Sum798924.6
Variance18.1289892
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
23.46380.6%
 
23.15950.6%
 
23.75700.5%
 
23.55660.5%
 
23.65630.5%
 
23.35500.5%
 
22.55430.5%
 
23.25300.5%
 
235210.5%
 
22.95210.5%
 
22.85160.5%
 
22.75130.5%
 
22.64770.4%
 
244750.4%
 
22.14530.4%
 
24.14490.4%
 
22.44480.4%
 
23.94460.4%
 
23.84270.4%
 
24.44250.4%
 
24.34070.4%
 
24.23980.4%
 
22.23830.4%
 
24.93640.3%
 
24.73580.3%
 
Other values (306)2033718.9%
 
(Missing)7511069.8%
 
ValueCountFrequency (%) 
1.21< 0.1%
 
3.71< 0.1%
 
41< 0.1%
 
4.41< 0.1%
 
5.92< 0.1%
 
6.64< 0.1%
 
6.92< 0.1%
 
71< 0.1%
 
7.12< 0.1%
 
7.22< 0.1%
 
ValueCountFrequency (%) 
148.11< 0.1%
 
134.81< 0.1%
 
134.51< 0.1%
 
54.91< 0.1%
 
49.51< 0.1%
 
46.71< 0.1%
 
46.51< 0.1%
 
44.71< 0.1%
 
41.71< 0.1%
 
41.61< 0.1%
 

Radiant temperature (¡F)
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct542
Distinct (%)1.7%
Missing75111
Missing (%)69.8%
Infinite0
Infinite (%)0.0%
Mean76.28359202
Minimum34.1
Maximum298.6
Zeros0
Zeros (%)0.0%
Memory size840.6 KiB

Quantile statistics

Minimum34.1
5-th percentile65.7
Q172.4
median75.1
Q380.7
95-th percentile88.8
Maximum298.6
Range264.5
Interquartile range (IQR)8.3

Descriptive statistics

Standard deviation7.666581176
Coefficient of variation (CV)0.1005010511
Kurtosis50.19463021
Mean76.28359202
Median Absolute Deviation (MAD)3.5
Skewness1.66840046
Sum2477080.8
Variance58.77646693
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
74.14780.4%
 
74.54210.4%
 
73.64100.4%
 
74.34030.4%
 
73.93920.4%
 
733880.4%
 
72.93840.4%
 
72.53810.4%
 
74.73590.3%
 
72.73590.3%
 
73.23500.3%
 
73.43450.3%
 
72.33440.3%
 
71.83420.3%
 
73.83410.3%
 
75.43310.3%
 
75.23240.3%
 
75.73240.3%
 
723130.3%
 
75.62990.3%
 
752950.3%
 
74.82950.3%
 
70.72950.3%
 
76.82850.3%
 
75.92830.3%
 
Other values (517)2373122.1%
 
(Missing)7511169.8%
 
ValueCountFrequency (%) 
34.11< 0.1%
 
38.61< 0.1%
 
39.21< 0.1%
 
39.91< 0.1%
 
42.62< 0.1%
 
43.94< 0.1%
 
44.42< 0.1%
 
44.61< 0.1%
 
44.72< 0.1%
 
452< 0.1%
 
ValueCountFrequency (%) 
298.61< 0.1%
 
274.61< 0.1%
 
274.11< 0.1%
 
130.81< 0.1%
 
121.21< 0.1%
 
116.11< 0.1%
 
115.71< 0.1%
 
112.51< 0.1%
 
107.11< 0.1%
 
106.91< 0.1%
 

Globe temperature (¡C)
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct280
Distinct (%)1.1%
Missing81579
Missing (%)75.8%
Infinite0
Infinite (%)0.0%
Mean24.62116982
Minimum0.5
Maximum100
Zeros0
Zeros (%)0.0%
Memory size840.6 KiB

Quantile statistics

Minimum0.5
5-th percentile19.4
Q122.6
median24
Q326.9
95-th percentile31.2
Maximum100
Range99.5
Interquartile range (IQR)4.3

Descriptive statistics

Standard deviation3.961457175
Coefficient of variation (CV)0.1608963832
Kurtosis16.68723198
Mean24.62116982
Median Absolute Deviation (MAD)1.8
Skewness0.5859774652
Sum640248.9
Variance15.69314295
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
23.56500.6%
 
23.25380.5%
 
23.45280.5%
 
235270.5%
 
23.15130.5%
 
22.94740.4%
 
22.54700.4%
 
23.34660.4%
 
244420.4%
 
23.84400.4%
 
22.84250.4%
 
23.64210.4%
 
22.24210.4%
 
23.93900.4%
 
22.73860.4%
 
23.73810.4%
 
22.63810.4%
 
22.43800.4%
 
22.13790.4%
 
24.23770.4%
 
24.13570.3%
 
22.33490.3%
 
24.63440.3%
 
24.43270.3%
 
21.93030.3%
 
Other values (255)1533514.3%
 
(Missing)8157975.8%
 
ValueCountFrequency (%) 
0.51< 0.1%
 
4.32< 0.1%
 
7.53< 0.1%
 
7.97< 0.1%
 
8.35< 0.1%
 
8.410< 0.1%
 
8.89< 0.1%
 
9.24< 0.1%
 
9.32< 0.1%
 
9.62< 0.1%
 
ValueCountFrequency (%) 
1003< 0.1%
 
46.51< 0.1%
 
461< 0.1%
 
44.71< 0.1%
 
41.62< 0.1%
 
39.61< 0.1%
 
39.51< 0.1%
 
39.31< 0.1%
 
38.83< 0.1%
 
38.62< 0.1%
 

Globe temperature (¡F)
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct416
Distinct (%)1.6%
Missing81579
Missing (%)75.8%
Infinite0
Infinite (%)0.0%
Mean76.31697816
Minimum32.8
Maximum212
Zeros0
Zeros (%)0.0%
Memory size840.6 KiB

Quantile statistics

Minimum32.8
5-th percentile66.815
Q172.6
median75.2
Q380.4
95-th percentile88.2
Maximum212
Range179.2
Interquartile range (IQR)7.8

Descriptive statistics

Standard deviation7.130473938
Coefficient of variation (CV)0.09343234114
Kurtosis16.69059455
Mean76.31697816
Median Absolute Deviation (MAD)3.3
Skewness0.5857088689
Sum1984546.7
Variance50.84365858
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
74.34130.4%
 
73.83790.4%
 
73.63790.4%
 
74.13780.4%
 
72.53230.3%
 
73.93140.3%
 
73.23130.3%
 
74.83130.3%
 
75.23040.3%
 
753020.3%
 
732990.3%
 
73.42980.3%
 
74.72880.3%
 
75.62840.3%
 
722790.3%
 
72.92710.3%
 
75.42700.3%
 
72.72680.2%
 
74.52650.2%
 
71.82630.2%
 
72.32500.2%
 
75.92500.2%
 
73.52470.2%
 
72.12470.2%
 
77.22450.2%
 
Other values (391)1856217.3%
 
(Missing)8157975.8%
 
ValueCountFrequency (%) 
32.81< 0.1%
 
39.72< 0.1%
 
45.53< 0.1%
 
46.27< 0.1%
 
46.95< 0.1%
 
47.110< 0.1%
 
47.89< 0.1%
 
48.64< 0.1%
 
48.72< 0.1%
 
49.32< 0.1%
 
ValueCountFrequency (%) 
2123< 0.1%
 
115.71< 0.1%
 
114.71< 0.1%
 
112.51< 0.1%
 
106.92< 0.1%
 
103.31< 0.1%
 
103.11< 0.1%
 
102.71< 0.1%
 
101.91< 0.1%
 
101.82< 0.1%
 

Tg_h (¡C)
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct289
Distinct (%)0.5%
Missing54578
Missing (%)50.7%
Infinite0
Infinite (%)0.0%
Mean24.7967305
Minimum6
Maximum43.6
Zeros0
Zeros (%)0.0%
Memory size840.6 KiB

Quantile statistics

Minimum6
5-th percentile20.8
Q122.7
median24.1
Q326.5
95-th percentile30.5
Maximum43.6
Range37.6
Interquartile range (IQR)3.8

Descriptive statistics

Standard deviation3.238272827
Coefficient of variation (CV)0.1305927339
Kurtosis1.946678356
Mean24.7967305
Median Absolute Deviation (MAD)1.8
Skewness0.6837826879
Sum1314350.7
Variance10.4864109
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
23.411921.1%
 
23.511521.1%
 
23.310481.0%
 
23.110251.0%
 
2310241.0%
 
26.59670.9%
 
23.29580.9%
 
22.59330.9%
 
22.89250.9%
 
22.99250.9%
 
299220.9%
 
22.29150.9%
 
23.89100.8%
 
23.69010.8%
 
23.78850.8%
 
24.28440.8%
 
23.98370.8%
 
22.68350.8%
 
248200.8%
 
22.78190.8%
 
22.47740.7%
 
24.67490.7%
 
24.17290.7%
 
22.37200.7%
 
24.37150.7%
 
Other values (264)3048128.3%
 
(Missing)5457850.7%
 
ValueCountFrequency (%) 
62< 0.1%
 
6.92< 0.1%
 
72< 0.1%
 
7.11< 0.1%
 
7.32< 0.1%
 
7.42< 0.1%
 
7.52< 0.1%
 
81< 0.1%
 
8.24< 0.1%
 
8.42< 0.1%
 
ValueCountFrequency (%) 
43.61< 0.1%
 
40.91< 0.1%
 
40.71< 0.1%
 
40.32< 0.1%
 
40.13< 0.1%
 
39.82< 0.1%
 
39.72< 0.1%
 
39.62< 0.1%
 
39.43< 0.1%
 
39.21< 0.1%
 

Tg_h (¡F)
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct396
Distinct (%)0.7%
Missing54578
Missing (%)50.7%
Infinite0
Infinite (%)0.0%
Mean76.63129705
Minimum42.8
Maximum110.5
Zeros0
Zeros (%)0.0%
Memory size840.6 KiB

Quantile statistics

Minimum42.8
5-th percentile69.4
Q172.9
median75.4
Q379.7
95-th percentile86.9
Maximum110.5
Range67.7
Interquartile range (IQR)6.8

Descriptive statistics

Standard deviation5.829603136
Coefficient of variation (CV)0.07607339769
Kurtosis1.946371462
Mean76.63129705
Median Absolute Deviation (MAD)3.2
Skewness0.6843406754
Sum4061841.9
Variance33.98427272
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
79.79160.9%
 
74.18920.8%
 
84.28800.8%
 
73.97650.7%
 
74.37570.7%
 
73.47420.7%
 
73.67300.7%
 
737280.7%
 
72.57160.7%
 
74.86980.6%
 
73.86930.6%
 
73.26710.6%
 
74.76520.6%
 
72.76300.6%
 
74.56240.6%
 
75.66150.6%
 
726100.6%
 
72.95960.6%
 
755800.5%
 
75.25790.5%
 
72.15770.5%
 
75.75500.5%
 
71.25360.5%
 
72.35350.5%
 
75.45270.5%
 
Other values (371)3620633.7%
 
(Missing)5457850.7%
 
ValueCountFrequency (%) 
42.82< 0.1%
 
44.42< 0.1%
 
44.62< 0.1%
 
44.81< 0.1%
 
45.12< 0.1%
 
45.32< 0.1%
 
45.52< 0.1%
 
46.41< 0.1%
 
46.84< 0.1%
 
47.12< 0.1%
 
ValueCountFrequency (%) 
110.51< 0.1%
 
105.61< 0.1%
 
105.31< 0.1%
 
104.52< 0.1%
 
104.23< 0.1%
 
103.62< 0.1%
 
103.52< 0.1%
 
103.32< 0.1%
 
102.93< 0.1%
 
102.61< 0.1%
 

Tg_m (¡C)
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct329
Distinct (%)1.3%
Missing81697
Missing (%)75.9%
Infinite0
Infinite (%)0.0%
Mean24.37578614
Minimum3
Maximum46.5
Zeros0
Zeros (%)0.0%
Memory size840.6 KiB

Quantile statistics

Minimum3
5-th percentile17.1
Q122.3
median23.7
Q327.1
95-th percentile31.6
Maximum46.5
Range43.5
Interquartile range (IQR)4.8

Descriptive statistics

Standard deviation4.419894453
Coefficient of variation (CV)0.1813231552
Kurtosis1.410360235
Mean24.37578614
Median Absolute Deviation (MAD)1.9
Skewness-0.2925706296
Sum630991.6
Variance19.53546698
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
23.55840.5%
 
23.25410.5%
 
23.15070.5%
 
23.44900.5%
 
22.94840.4%
 
22.54750.4%
 
234690.4%
 
22.74480.4%
 
23.34370.4%
 
23.64300.4%
 
22.84270.4%
 
244160.4%
 
23.74080.4%
 
23.84060.4%
 
23.94040.4%
 
24.13910.4%
 
22.63660.3%
 
22.33580.3%
 
22.43420.3%
 
24.23370.3%
 
24.43360.3%
 
22.23300.3%
 
22.13130.3%
 
222820.3%
 
24.82750.3%
 
Other values (304)1563014.5%
 
(Missing)8169775.9%
 
ValueCountFrequency (%) 
31< 0.1%
 
4.32< 0.1%
 
4.51< 0.1%
 
5.52< 0.1%
 
5.91< 0.1%
 
64< 0.1%
 
6.11< 0.1%
 
6.21< 0.1%
 
6.53< 0.1%
 
6.62< 0.1%
 
ValueCountFrequency (%) 
46.51< 0.1%
 
461< 0.1%
 
44.71< 0.1%
 
41.62< 0.1%
 
39.81< 0.1%
 
39.61< 0.1%
 
39.52< 0.1%
 
39.31< 0.1%
 
39.21< 0.1%
 
39.12< 0.1%
 

Tg_m (¡F)
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct458
Distinct (%)1.8%
Missing81697
Missing (%)75.9%
Infinite0
Infinite (%)0.0%
Mean75.87468902
Minimum37.5
Maximum115.7
Zeros0
Zeros (%)0.0%
Memory size840.6 KiB

Quantile statistics

Minimum37.5
5-th percentile62.8
Q172.2
median74.7
Q380.8
95-th percentile88.9
Maximum115.7
Range78.2
Interquartile range (IQR)8.6

Descriptive statistics

Standard deviation7.956098481
Coefficient of variation (CV)0.1048583999
Kurtosis1.410002949
Mean75.87468902
Median Absolute Deviation (MAD)3.4
Skewness-0.2923411619
Sum1964092.2
Variance63.29950304
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
74.34460.4%
 
73.83890.4%
 
72.53780.4%
 
73.63700.3%
 
73.23580.3%
 
74.13520.3%
 
73.43410.3%
 
73.93310.3%
 
72.93240.3%
 
733230.3%
 
74.83160.3%
 
753140.3%
 
74.72950.3%
 
75.22940.3%
 
74.52870.3%
 
72.72770.3%
 
75.42600.2%
 
722580.2%
 
72.12570.2%
 
75.92570.2%
 
75.62510.2%
 
72.32400.2%
 
71.82340.2%
 
76.62270.2%
 
71.62090.2%
 
Other values (433)1829817.0%
 
(Missing)8169775.9%
 
ValueCountFrequency (%) 
37.51< 0.1%
 
39.72< 0.1%
 
40.11< 0.1%
 
41.92< 0.1%
 
42.61< 0.1%
 
42.84< 0.1%
 
431< 0.1%
 
43.21< 0.1%
 
43.73< 0.1%
 
43.92< 0.1%
 
ValueCountFrequency (%) 
115.71< 0.1%
 
114.71< 0.1%
 
112.51< 0.1%
 
106.92< 0.1%
 
103.61< 0.1%
 
103.31< 0.1%
 
103.12< 0.1%
 
102.71< 0.1%
 
102.61< 0.1%
 
102.42< 0.1%
 

Tg_l (¡C)
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct242
Distinct (%)1.0%
Missing84335
Missing (%)78.4%
Infinite0
Infinite (%)0.0%
Mean22.97013507
Minimum5.9
Maximum36.3
Zeros0
Zeros (%)0.0%
Memory size840.6 KiB

Quantile statistics

Minimum5.9
5-th percentile19.4
Q121.7
median22.8
Q323.8
95-th percentile28.6
Maximum36.3
Range30.4
Interquartile range (IQR)2.1

Descriptive statistics

Standard deviation2.733098948
Coefficient of variation (CV)0.118984888
Kurtosis4.288449805
Mean22.97013507
Median Absolute Deviation (MAD)1.1
Skewness0.4218832955
Sum534009.7
Variance7.469829861
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
22.96930.6%
 
23.36790.6%
 
236600.6%
 
23.26510.6%
 
23.16280.6%
 
22.66270.6%
 
22.55990.6%
 
22.45780.5%
 
23.55760.5%
 
22.85660.5%
 
22.35440.5%
 
22.75430.5%
 
23.45360.5%
 
22.15020.5%
 
23.74870.5%
 
22.24830.4%
 
23.64580.4%
 
224580.4%
 
21.84450.4%
 
21.94210.4%
 
21.63880.4%
 
21.73800.4%
 
21.43710.3%
 
23.93690.3%
 
23.83580.3%
 
Other values (217)102489.5%
 
(Missing)8433578.4%
 
ValueCountFrequency (%) 
5.92< 0.1%
 
62< 0.1%
 
6.52< 0.1%
 
6.72< 0.1%
 
73< 0.1%
 
7.32< 0.1%
 
7.81< 0.1%
 
84< 0.1%
 
8.42< 0.1%
 
8.52< 0.1%
 
ValueCountFrequency (%) 
36.31< 0.1%
 
36.22< 0.1%
 
35.32< 0.1%
 
35.12< 0.1%
 
34.92< 0.1%
 
34.64< 0.1%
 
34.51< 0.1%
 
34.43< 0.1%
 
34.21< 0.1%
 
34.17< 0.1%
 

Tg_l (¡F)
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct355
Distinct (%)1.5%
Missing84335
Missing (%)78.4%
Infinite0
Infinite (%)0.0%
Mean73.34141862
Minimum42.6
Maximum97.3
Zeros0
Zeros (%)0.0%
Memory size840.6 KiB

Quantile statistics

Minimum42.6
5-th percentile66.9
Q171
median73
Q374.8
95-th percentile83.5
Maximum97.3
Range54.7
Interquartile range (IQR)3.8

Descriptive statistics

Standard deviation4.920204092
Coefficient of variation (CV)0.06708629565
Kurtosis4.292253142
Mean73.34141862
Median Absolute Deviation (MAD)1.9
Skewness0.4240493395
Sum1705041.3
Variance24.20840831
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
73.95410.5%
 
73.25040.5%
 
72.74660.4%
 
73.44620.4%
 
72.54600.4%
 
72.34440.4%
 
73.84430.4%
 
72.14260.4%
 
73.64220.4%
 
734110.4%
 
74.33930.4%
 
74.13790.4%
 
71.83610.3%
 
72.93510.3%
 
71.23490.3%
 
71.63410.3%
 
723370.3%
 
74.73270.3%
 
74.53030.3%
 
70.92820.3%
 
70.52800.3%
 
71.42760.3%
 
70.32730.3%
 
71.12720.3%
 
73.52650.2%
 
Other values (330)1388012.9%
 
(Missing)8433578.4%
 
ValueCountFrequency (%) 
42.62< 0.1%
 
42.82< 0.1%
 
43.72< 0.1%
 
44.12< 0.1%
 
44.63< 0.1%
 
45.12< 0.1%
 
461< 0.1%
 
46.44< 0.1%
 
47.12< 0.1%
 
47.32< 0.1%
 
ValueCountFrequency (%) 
97.31< 0.1%
 
97.22< 0.1%
 
95.52< 0.1%
 
95.22< 0.1%
 
94.82< 0.1%
 
94.34< 0.1%
 
94.11< 0.1%
 
93.93< 0.1%
 
93.61< 0.1%
 
93.47< 0.1%
 

Relative humidity (%)
Real number (ℝ≥0)

MISSING

Distinct849
Distinct (%)0.9%
Missing9821
Missing (%)9.1%
Infinite0
Infinite (%)0.0%
Mean47.54806776
Minimum0
Maximum100
Zeros1
Zeros (%)< 0.1%
Memory size840.6 KiB

Quantile statistics

Minimum0
5-th percentile22.8
Q135.3
median47.2
Q359.4
95-th percentile73.4
Maximum100
Range100
Interquartile range (IQR)24.1

Descriptive statistics

Standard deviation15.76094377
Coefficient of variation (CV)0.3314739066
Kurtosis-0.6694666215
Mean47.54806776
Median Absolute Deviation (MAD)12.1
Skewness0.08477331774
Sum4648394.2
Variance248.4073485
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
476740.6%
 
486240.6%
 
466110.6%
 
436070.6%
 
505950.6%
 
625760.5%
 
455750.5%
 
425750.5%
 
515510.5%
 
565350.5%
 
445330.5%
 
55.65290.5%
 
545270.5%
 
645270.5%
 
535220.5%
 
555140.5%
 
495000.5%
 
524850.5%
 
604840.4%
 
414800.4%
 
384730.4%
 
584710.4%
 
574580.4%
 
594570.4%
 
394500.4%
 
Other values (824)8442978.5%
 
(Missing)98219.1%
 
ValueCountFrequency (%) 
01< 0.1%
 
0.41< 0.1%
 
0.52< 0.1%
 
0.72< 0.1%
 
22< 0.1%
 
2.31< 0.1%
 
2.61< 0.1%
 
2.71< 0.1%
 
3.31< 0.1%
 
3.53< 0.1%
 
ValueCountFrequency (%) 
1002< 0.1%
 
99.71< 0.1%
 
99.11< 0.1%
 
98.81< 0.1%
 
981< 0.1%
 
97.82< 0.1%
 
971< 0.1%
 
962< 0.1%
 
95.31< 0.1%
 
952< 0.1%
 

Humidity preference
Categorical

MISSING

Distinct3
Distinct (%)< 0.1%
Missing95340
Missing (%)88.6%
Memory size840.6 KiB
no change
7062 
more humid
2921 
drier
2260 
ValueCountFrequency (%) 
no change70626.6%
 
more humid29212.7%
 
drier22602.1%
 
(Missing)9534088.6%
 
Frequencies of value counts

Unique

Unique0 ?
Unique (%)0.0%
Histogram of lengths of the category

Length

Max length10
Median length3
Mean length3.625926029
Min length3

Overview of Unicode Properties

Unique unicode characters13
Unique unicode categories2 ?
Unique unicode scripts2 ?
Unique unicode blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
n20480452.5%
 
a10240226.3%
 
e122433.1%
 
o99832.6%
 
99832.6%
 
h99832.6%
 
r74411.9%
 
c70621.8%
 
g70621.8%
 
m58421.5%
 
d51811.3%
 
i51811.3%
 
u29210.7%
 

Most occurring categories

ValueCountFrequency (%) 
Lowercase Letter38010597.4%
 
Space Separator99832.6%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
n20480453.9%
 
a10240226.9%
 
e122433.2%
 
o99832.6%
 
h99832.6%
 
r74412.0%
 
c70621.9%
 
g70621.9%
 
m58421.5%
 
d51811.4%
 
i51811.4%
 
u29210.8%
 

Most frequent Space Separator characters

ValueCountFrequency (%) 
9983100.0%
 

Most occurring scripts

ValueCountFrequency (%) 
Latin38010597.4%
 
Common99832.6%
 

Most frequent Latin characters

ValueCountFrequency (%) 
n20480453.9%
 
a10240226.9%
 
e122433.2%
 
o99832.6%
 
h99832.6%
 
r74412.0%
 
c70621.9%
 
g70621.9%
 
m58421.5%
 
d51811.4%
 
i51811.4%
 
u29210.8%
 

Most frequent Common characters

ValueCountFrequency (%) 
9983100.0%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII390088100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
n20480452.5%
 
a10240226.3%
 
e122433.1%
 
o99832.6%
 
99832.6%
 
h99832.6%
 
r74411.9%
 
c70621.8%
 
g70621.8%
 
m58421.5%
 
d51811.3%
 
i51811.3%
 
u29210.7%
 

Humidity sensation
Real number (ℝ)

MISSING
ZEROS

Distinct7
Distinct (%)0.1%
Missing95043
Missing (%)88.3%
Infinite0
Infinite (%)0.0%
Mean0.09649122807
Minimum-3
Maximum3
Zeros6483
Zeros (%)6.0%
Memory size840.6 KiB

Quantile statistics

Minimum-3
5-th percentile-2
Q10
median0
Q31
95-th percentile2
Maximum3
Range6
Interquartile range (IQR)1

Descriptive statistics

Standard deviation1.061068775
Coefficient of variation (CV)10.99653094
Kurtosis1.148239568
Mean0.09649122807
Median Absolute Deviation (MAD)0
Skewness-0.131524309
Sum1210
Variance1.125866944
MonotocityNot monotonic
Histogram with fixed size bins (bins=7)
ValueCountFrequency (%) 
064836.0%
 
123662.2%
 
-117571.6%
 
29240.9%
 
-25350.5%
 
-32670.2%
 
32080.2%
 
(Missing)9504388.3%
 
ValueCountFrequency (%) 
-32670.2%
 
-25350.5%
 
-117571.6%
 
064836.0%
 
123662.2%
 
29240.9%
 
32080.2%
 
ValueCountFrequency (%) 
32080.2%
 
29240.9%
 
123662.2%
 
064836.0%
 
-117571.6%
 
-25350.5%
 
-32670.2%
 

Air velocity (m/s)
Real number (ℝ≥0)

HIGH CORRELATION
MISSING
SKEWED
ZEROS

Distinct338
Distinct (%)0.4%
Missing17691
Missing (%)16.4%
Infinite0
Infinite (%)0.0%
Mean0.1753839051
Minimum0
Maximum56.17
Zeros2747
Zeros (%)2.6%
Memory size840.6 KiB

Quantile statistics

Minimum0
5-th percentile0.01
Q10.04
median0.09
Q30.19
95-th percentile0.6
Maximum56.17
Range56.17
Interquartile range (IQR)0.15

Descriptive statistics

Standard deviation0.4059372752
Coefficient of variation (CV)2.314564012
Kurtosis7890.088212
Mean0.1753839051
Median Absolute Deviation (MAD)0.06
Skewness60.75293798
Sum15765.61
Variance0.1647850714
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0.0372346.7%
 
0.168196.3%
 
0.0555895.2%
 
0.0452894.9%
 
0.0249974.6%
 
0.0146514.3%
 
0.0642473.9%
 
0.0840023.7%
 
0.0738243.6%
 
0.0934213.2%
 
0.229442.7%
 
027472.6%
 
0.1126692.5%
 
0.1225442.4%
 
0.1319181.8%
 
0.1416821.6%
 
0.1516771.6%
 
0.314541.4%
 
0.1612681.2%
 
0.1811361.1%
 
0.1710491.0%
 
0.49700.9%
 
0.198260.8%
 
0.257740.7%
 
0.227550.7%
 
Other values (313)1540614.3%
 
(Missing)1769116.4%
 
ValueCountFrequency (%) 
027472.6%
 
0.0146514.3%
 
0.0249974.6%
 
0.0372346.7%
 
0.0452894.9%
 
0.0555895.2%
 
0.0642473.9%
 
0.0738243.6%
 
0.0840023.7%
 
0.0934213.2%
 
ValueCountFrequency (%) 
56.171< 0.1%
 
55.471< 0.1%
 
81< 0.1%
 
7.481< 0.1%
 
7.371< 0.1%
 
7.311< 0.1%
 
7.131< 0.1%
 
7.071< 0.1%
 
71< 0.1%
 
6.542< 0.1%
 

Air velocity (fpm)
Real number (ℝ≥0)

HIGH CORRELATION
MISSING
SKEWED
ZEROS

Distinct4326
Distinct (%)4.8%
Missing17702
Missing (%)16.5%
Infinite0
Infinite (%)0.0%
Mean34.40683348
Minimum0
Maximum11056.41
Zeros2147
Zeros (%)2.0%
Memory size840.6 KiB

Quantile statistics

Minimum0
5-th percentile1.97
Q17.87
median17.72
Q337.4
95-th percentile118.11
Maximum11056.41
Range11056.41
Interquartile range (IQR)29.53

Descriptive statistics

Standard deviation79.63016568
Coefficient of variation (CV)2.314370653
Kurtosis7999.69748
Mean34.40683348
Median Absolute Deviation (MAD)11.81
Skewness61.31706545
Sum3092520.6
Variance6340.963285
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
19.6954385.1%
 
9.8442483.9%
 
7.8738763.6%
 
5.9134563.2%
 
3.9431542.9%
 
11.8128782.7%
 
1.9728622.7%
 
15.7527052.5%
 
39.3726582.5%
 
17.7223152.2%
 
13.7822642.1%
 
021472.0%
 
21.6518821.7%
 
23.6217231.6%
 
59.0612751.2%
 
25.5911651.1%
 
29.5311561.1%
 
5.111121.0%
 
27.5610811.0%
 
31.58490.8%
 
78.748390.8%
 
35.436290.6%
 
33.466200.6%
 
49.216020.6%
 
6.16000.6%
 
Other values (4301)3834735.6%
 
(Missing)1770216.5%
 
ValueCountFrequency (%) 
021472.0%
 
0.041< 0.1%
 
0.0512< 0.1%
 
0.0614< 0.1%
 
0.077< 0.1%
 
0.0830< 0.1%
 
0.094< 0.1%
 
0.119< 0.1%
 
0.141< 0.1%
 
0.163< 0.1%
 
ValueCountFrequency (%) 
11056.411< 0.1%
 
10918.611< 0.1%
 
1574.81< 0.1%
 
1465.151< 0.1%
 
1450.91< 0.1%
 
1439.481< 0.1%
 
1402.91< 0.1%
 
1391.561< 0.1%
 
1377.951< 0.1%
 
1287.42< 0.1%
 

Velocity_h (m/s)
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct188
Distinct (%)0.9%
Missing85604
Missing (%)79.6%
Infinite0
Infinite (%)0.0%
Mean0.198809773
Minimum0
Maximum6.54
Zeros359
Zeros (%)0.3%
Memory size840.6 KiB

Quantile statistics

Minimum0
5-th percentile0.02
Q10.07
median0.12
Q30.25
95-th percentile0.58
Maximum6.54
Range6.54
Interquartile range (IQR)0.18

Descriptive statistics

Standard deviation0.2478921113
Coefficient of variation (CV)1.246880913
Kurtosis115.4346853
Mean0.198809773
Median Absolute Deviation (MAD)0.07
Skewness7.137589754
Sum4369.64
Variance0.06145049885
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0.111961.1%
 
0.0610921.0%
 
0.089980.9%
 
0.119950.9%
 
0.059870.9%
 
0.099630.9%
 
0.079280.9%
 
0.128810.8%
 
0.147130.7%
 
0.027120.7%
 
0.137060.7%
 
0.047020.7%
 
0.036550.6%
 
0.156500.6%
 
0.015760.5%
 
0.25040.5%
 
0.164840.4%
 
0.184080.4%
 
0.214050.4%
 
03590.3%
 
0.193380.3%
 
0.173340.3%
 
0.283040.3%
 
0.32860.3%
 
0.262790.3%
 
Other values (163)55245.1%
 
(Missing)8560479.6%
 
ValueCountFrequency (%) 
03590.3%
 
0.015760.5%
 
0.027120.7%
 
0.036550.6%
 
0.047020.7%
 
0.059870.9%
 
0.0610921.0%
 
0.079280.9%
 
0.089980.9%
 
0.099630.9%
 
ValueCountFrequency (%) 
6.542< 0.1%
 
5.643< 0.1%
 
5.382< 0.1%
 
5.281< 0.1%
 
4.261< 0.1%
 
3.441< 0.1%
 
3.421< 0.1%
 
3.13< 0.1%
 
2.942< 0.1%
 
2.871< 0.1%
 

Velocity_h (fpm)
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct909
Distinct (%)4.1%
Missing85604
Missing (%)79.6%
Infinite0
Infinite (%)0.0%
Mean38.99217071
Minimum0
Maximum1287.4
Zeros359
Zeros (%)0.3%
Memory size840.6 KiB

Quantile statistics

Minimum0
5-th percentile2.95
Q113.78
median24.3
Q349.21
95-th percentile114.17
Maximum1287.4
Range1287.4
Interquartile range (IQR)35.43

Descriptive statistics

Standard deviation48.81116491
Coefficient of variation (CV)1.251819635
Kurtosis115.3781763
Mean38.99217071
Median Absolute Deviation (MAD)14.46
Skewness7.134308119
Sum857008.92
Variance2382.52982
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
11.816180.6%
 
9.845310.5%
 
3.944740.4%
 
1.974310.4%
 
5.914230.4%
 
19.694190.4%
 
21.654160.4%
 
7.873870.4%
 
03590.3%
 
13.783550.3%
 
17.723530.3%
 
15.753430.3%
 
23.622820.3%
 
19.72670.2%
 
2.952340.2%
 
4.922040.2%
 
8.862040.2%
 
29.552000.2%
 
25.591910.2%
 
6.891810.2%
 
14.761800.2%
 
12.81800.2%
 
10.831750.2%
 
39.41710.2%
 
16.731630.2%
 
Other values (884)1423813.2%
 
(Missing)8560479.6%
 
ValueCountFrequency (%) 
03590.3%
 
0.981430.1%
 
1.081< 0.1%
 
1.974310.4%
 
2.361< 0.1%
 
2.952340.2%
 
3.151< 0.1%
 
3.541< 0.1%
 
3.944740.4%
 
4.331< 0.1%
 
ValueCountFrequency (%) 
1287.42< 0.1%
 
1110.243< 0.1%
 
1059.062< 0.1%
 
1039.371< 0.1%
 
838.581< 0.1%
 
677.171< 0.1%
 
673.231< 0.1%
 
610.243< 0.1%
 
578.742< 0.1%
 
565.391< 0.1%
 

Velocity_m (m/s)
Real number (ℝ≥0)

HIGH CORRELATION
MISSING
SKEWED

Distinct239
Distinct (%)0.8%
Missing79263
Missing (%)73.7%
Infinite0
Infinite (%)0.0%
Mean0.1690331921
Minimum0
Maximum29.81
Zeros712
Zeros (%)0.7%
Memory size840.6 KiB

Quantile statistics

Minimum0
5-th percentile0.01
Q10.05
median0.1
Q30.19
95-th percentile0.52
Maximum29.81
Range29.81
Interquartile range (IQR)0.14

Descriptive statistics

Standard deviation0.3161104907
Coefficient of variation (CV)1.870108981
Kurtosis2812.03848
Mean0.1690331921
Median Absolute Deviation (MAD)0.06
Skewness34.44913019
Sum4787.02
Variance0.09992584232
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0.0330362.8%
 
0.116231.5%
 
0.0614681.4%
 
0.0514181.3%
 
0.0813161.2%
 
0.1113031.2%
 
0.0712811.2%
 
0.0411081.0%
 
0.0910811.0%
 
0.1210561.0%
 
0.158930.8%
 
0.138600.8%
 
0.028210.8%
 
0.147830.7%
 
0.017790.7%
 
07120.7%
 
0.166050.6%
 
0.185990.6%
 
0.174810.4%
 
0.24300.4%
 
0.213760.3%
 
0.223560.3%
 
0.193320.3%
 
0.283080.3%
 
0.232970.3%
 
Other values (214)49984.6%
 
(Missing)7926373.7%
 
ValueCountFrequency (%) 
07120.7%
 
0.017790.7%
 
0.028210.8%
 
0.0330362.8%
 
0.0411081.0%
 
0.0514181.3%
 
0.0614681.4%
 
0.0712811.2%
 
0.0813161.2%
 
0.0910811.0%
 
ValueCountFrequency (%) 
29.811< 0.1%
 
8.061< 0.1%
 
7.481< 0.1%
 
7.371< 0.1%
 
7.311< 0.1%
 
7.131< 0.1%
 
7.071< 0.1%
 
5.831< 0.1%
 
4.931< 0.1%
 
4.782< 0.1%
 

Velocity_m (fpm)
Real number (ℝ≥0)

HIGH CORRELATION
MISSING
SKEWED

Distinct2591
Distinct (%)9.1%
Missing79263
Missing (%)73.7%
Infinite0
Infinite (%)0.0%
Mean33.23105826
Minimum0
Maximum5867.2
Zeros394
Zeros (%)0.4%
Memory size840.6 KiB

Quantile statistics

Minimum0
5-th percentile2.82
Q19.84
median19.7
Q336.61
95-th percentile102.76
Maximum5867.2
Range5867.2
Interquartile range (IQR)26.77

Descriptive statistics

Standard deviation62.24680246
Coefficient of variation (CV)1.873151375
Kurtosis2806.947068
Mean33.23105826
Median Absolute Deviation (MAD)11.83
Skewness34.41103723
Sum941103.57
Variance3874.664417
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
5.111121.0%
 
19.698470.8%
 
21.657130.7%
 
11.816090.6%
 
15.756040.6%
 
6.15930.6%
 
23.625900.5%
 
9.845880.5%
 
5.35080.5%
 
17.725030.5%
 
25.594920.5%
 
13.784820.4%
 
29.534540.4%
 
5.914340.4%
 
27.564140.4%
 
7.874010.4%
 
03940.4%
 
1.973730.3%
 
19.73560.3%
 
3.943390.3%
 
31.52970.3%
 
35.432480.2%
 
13.792430.2%
 
33.462420.2%
 
11.822310.2%
 
Other values (2566)1625315.1%
 
(Missing)7926373.7%
 
ValueCountFrequency (%) 
03940.4%
 
0.041< 0.1%
 
0.0512< 0.1%
 
0.0614< 0.1%
 
0.077< 0.1%
 
0.0830< 0.1%
 
0.094< 0.1%
 
0.119< 0.1%
 
0.141< 0.1%
 
0.186< 0.1%
 
ValueCountFrequency (%) 
5867.21< 0.1%
 
1587.61< 0.1%
 
1472.621< 0.1%
 
14521< 0.1%
 
1440.571< 0.1%
 
1403.971< 0.1%
 
1392.621< 0.1%
 
1147.71< 0.1%
 
971.251< 0.1%
 
942.191< 0.1%
 

Velocity_l (m/s)
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct114
Distinct (%)1.1%
Missing97331
Missing (%)90.5%
Infinite0
Infinite (%)0.0%
Mean0.1402204448
Minimum0
Maximum2.8
Zeros338
Zeros (%)0.3%
Memory size840.6 KiB

Quantile statistics

Minimum0
5-th percentile0.01
Q10.05
median0.1
Q30.16
95-th percentile0.48
Maximum2.8
Range2.8
Interquartile range (IQR)0.11

Descriptive statistics

Standard deviation0.1550365702
Coefficient of variation (CV)1.105663089
Kurtosis19.70131354
Mean0.1402204448
Median Absolute Deviation (MAD)0.05
Skewness3.228160159
Sum1437.54
Variance0.02403633809
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0.058060.7%
 
0.067340.7%
 
0.17090.7%
 
0.076080.6%
 
0.085550.5%
 
0.044810.4%
 
0.114790.4%
 
0.094780.4%
 
0.133870.4%
 
0.123780.4%
 
0.013640.3%
 
0.033590.3%
 
0.023580.3%
 
03380.3%
 
0.152820.3%
 
0.142770.3%
 
0.162060.2%
 
0.21950.2%
 
0.171590.1%
 
0.181550.1%
 
0.191540.1%
 
0.211160.1%
 
0.251130.1%
 
0.231000.1%
 
0.22880.1%
 
Other values (89)13731.3%
 
(Missing)9733190.5%
 
ValueCountFrequency (%) 
03380.3%
 
0.013640.3%
 
0.023580.3%
 
0.033590.3%
 
0.044810.4%
 
0.058060.7%
 
0.067340.7%
 
0.076080.6%
 
0.085550.5%
 
0.094780.4%
 
ValueCountFrequency (%) 
2.81< 0.1%
 
21< 0.1%
 
1.551< 0.1%
 
1.511< 0.1%
 
1.471< 0.1%
 
1.41< 0.1%
 
1.31< 0.1%
 
1.281< 0.1%
 
1.272< 0.1%
 
1.241< 0.1%
 

Velocity_l (fpm)
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct495
Distinct (%)4.8%
Missing97331
Missing (%)90.5%
Infinite0
Infinite (%)0.0%
Mean27.5719723
Minimum0
Maximum551.6
Zeros338
Zeros (%)0.3%
Memory size840.6 KiB

Quantile statistics

Minimum0
5-th percentile1.97
Q110.04
median18.9
Q331.5
95-th percentile94.5215
Maximum551.6
Range551.6
Interquartile range (IQR)21.46

Descriptive statistics

Standard deviation30.54385595
Coefficient of variation (CV)1.107786401
Kurtosis19.70444765
Mean27.5719723
Median Absolute Deviation (MAD)9.06
Skewness3.229884089
Sum282667.86
Variance932.9271361
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
1.973630.3%
 
3.943540.3%
 
03380.3%
 
5.913290.3%
 
19.73180.3%
 
9.843060.3%
 
21.652560.2%
 
11.812550.2%
 
7.872460.2%
 
13.782380.2%
 
19.691810.2%
 
15.751790.2%
 
17.721790.2%
 
25.591340.1%
 
23.621330.1%
 
27.561190.1%
 
9.851060.1%
 
29.531060.1%
 
39.41000.1%
 
25.61810.1%
 
29.55760.1%
 
15.76740.1%
 
78.8680.1%
 
11.82680.1%
 
49.25670.1%
 
Other values (470)55785.2%
 
(Missing)9733190.5%
 
ValueCountFrequency (%) 
03380.3%
 
1.973630.3%
 
2.171< 0.1%
 
2.951< 0.1%
 
3.461< 0.1%
 
3.741< 0.1%
 
3.943540.3%
 
4.21< 0.1%
 
4.973< 0.1%
 
5.631< 0.1%
 
ValueCountFrequency (%) 
551.61< 0.1%
 
3941< 0.1%
 
305.121< 0.1%
 
297.241< 0.1%
 
289.591< 0.1%
 
275.81< 0.1%
 
256.11< 0.1%
 
252.161< 0.1%
 
250.391< 0.1%
 
250.191< 0.1%
 

Subject«s height (cm)
Real number (ℝ≥0)

MISSING

Distinct107
Distinct (%)0.5%
Missing87230
Missing (%)81.1%
Infinite0
Infinite (%)0.0%
Mean167.1548519
Minimum99.1
Maximum210
Zeros0
Zeros (%)0.0%
Memory size840.6 KiB

Quantile statistics

Minimum99.1
5-th percentile152.4
Q1160
median167
Q3173
95-th percentile182.9
Maximum210
Range110.9
Interquartile range (IQR)13

Descriptive statistics

Standard deviation9.445020181
Coefficient of variation (CV)0.05650461279
Kurtosis0.3033140863
Mean167.1548519
Median Absolute Deviation (MAD)7
Skewness0.04055267357
Sum3402102.7
Variance89.20840622
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
16016451.5%
 
167.610791.0%
 
1709570.9%
 
162.68150.8%
 
165.17870.7%
 
170.27820.7%
 
172.77580.7%
 
1657070.7%
 
157.56950.6%
 
1755850.5%
 
1805840.5%
 
1675590.5%
 
175.35080.5%
 
152.44460.4%
 
1684300.4%
 
180.34260.4%
 
1634130.4%
 
1724050.4%
 
1623970.4%
 
182.93910.4%
 
1583580.3%
 
177.83570.3%
 
1553520.3%
 
1733480.3%
 
1563240.3%
 
Other values (82)52454.9%
 
(Missing)8723081.1%
 
ValueCountFrequency (%) 
99.11< 0.1%
 
1102< 0.1%
 
1202< 0.1%
 
121.93< 0.1%
 
124.54< 0.1%
 
1271< 0.1%
 
1281< 0.1%
 
1301< 0.1%
 
1321< 0.1%
 
132.14< 0.1%
 
ValueCountFrequency (%) 
2103< 0.1%
 
205.71< 0.1%
 
203.24< 0.1%
 
200.72< 0.1%
 
198.14< 0.1%
 
1981< 0.1%
 
1973< 0.1%
 
19610< 0.1%
 
195.64< 0.1%
 
1956< 0.1%
 

Subject«s weight (kg)
Real number (ℝ≥0)

MISSING

Distinct134
Distinct (%)0.5%
Missing82921
Missing (%)77.1%
Infinite0
Infinite (%)0.0%
Mean65.21978347
Minimum24
Maximum150
Zeros0
Zeros (%)0.0%
Memory size840.6 KiB

Quantile statistics

Minimum24
5-th percentile47
Q155
median64
Q373
95-th percentile90
Maximum150
Range126
Interquartile range (IQR)18

Descriptive statistics

Standard deviation12.88379092
Coefficient of variation (CV)0.1975442148
Kurtosis0.5519602504
Mean65.21978347
Median Absolute Deviation (MAD)9
Skewness0.6304577039
Sum1608450.3
Variance165.9920684
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
6017401.6%
 
6516411.5%
 
7014921.4%
 
5510921.0%
 
5010441.0%
 
759350.9%
 
688500.8%
 
628480.8%
 
588170.8%
 
807910.7%
 
727430.7%
 
526630.6%
 
566130.6%
 
636030.6%
 
785170.5%
 
644960.5%
 
534880.5%
 
544750.4%
 
904590.4%
 
484180.4%
 
454140.4%
 
574050.4%
 
674030.4%
 
853890.4%
 
693580.3%
 
Other values (109)59685.5%
 
(Missing)8292177.1%
 
ValueCountFrequency (%) 
241< 0.1%
 
331< 0.1%
 
341< 0.1%
 
3521< 0.1%
 
369< 0.1%
 
3710< 0.1%
 
3823< 0.1%
 
3917< 0.1%
 
401020.1%
 
40.51< 0.1%
 
ValueCountFrequency (%) 
1501< 0.1%
 
1308< 0.1%
 
1286< 0.1%
 
1261< 0.1%
 
1201< 0.1%
 
1181< 0.1%
 
1165< 0.1%
 
1156< 0.1%
 
1141< 0.1%
 
1131< 0.1%
 

Blind (curtain)
Boolean

MISSING

Distinct2
Distinct (%)< 0.1%
Missing101848
Missing (%)94.7%
Memory size840.6 KiB
1
 
3072
0
 
2663
(Missing)
101848 
ValueCountFrequency (%) 
130722.9%
 
026632.5%
 
(Missing)10184894.7%
 

Fan
Boolean

MISSING

Distinct2
Distinct (%)< 0.1%
Missing94397
Missing (%)87.7%
Memory size840.6 KiB
0
 
6962
1
 
6224
(Missing)
94397 
ValueCountFrequency (%) 
069626.5%
 
162245.8%
 
(Missing)9439787.7%
 

Window
Boolean

MISSING

Distinct2
Distinct (%)< 0.1%
Missing85504
Missing (%)79.5%
Memory size840.6 KiB
0
13275 
1
8804 
(Missing)
85504 
ValueCountFrequency (%) 
01327512.3%
 
188048.2%
 
(Missing)8550479.5%
 

Door
Boolean

MISSING

Distinct2
Distinct (%)< 0.1%
Missing96453
Missing (%)89.7%
Memory size840.6 KiB
0
 
7155
1
 
3975
(Missing)
96453 
ValueCountFrequency (%) 
071556.7%
 
139753.7%
 
(Missing)9645389.7%
 

Heater
Boolean

MISSING

Distinct2
Distinct (%)< 0.1%
Missing99245
Missing (%)92.2%
Memory size840.6 KiB
1
 
4225
0
 
4113
(Missing)
99245 
ValueCountFrequency (%) 
142253.9%
 
041133.8%
 
(Missing)9924592.2%
 

Outdoor monthly air temperature (¡C)
Real number (ℝ)

HIGH CORRELATION
MISSING

Distinct456
Distinct (%)0.6%
Missing28245
Missing (%)26.3%
Infinite0
Infinite (%)0.0%
Mean17.4398132
Minimum-18.4
Maximum45.1
Zeros25
Zeros (%)< 0.1%
Memory size840.6 KiB

Quantile statistics

Minimum-18.4
5-th percentile4
Q110
median17.1
Q325
95-th percentile31.6
Maximum45.1
Range63.5
Interquartile range (IQR)15

Descriptive statistics

Standard deviation9.936356935
Coefficient of variation (CV)0.5697513395
Kurtosis-0.275496273
Mean17.4398132
Median Absolute Deviation (MAD)7.1
Skewness-0.1728727352
Sum1383639.9
Variance98.73118913
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
41160210.8%
 
1695898.9%
 
17.125302.4%
 
2324592.3%
 
2519501.8%
 
2219081.8%
 
1318761.7%
 
21.617091.6%
 
30.816851.6%
 
2816141.5%
 
2716041.5%
 
2415581.4%
 
2614961.4%
 
1914821.4%
 
1814191.3%
 
38.113831.3%
 
1012841.2%
 
29.511981.1%
 
13.211441.1%
 
16.111431.1%
 
18.510080.9%
 
30.910020.9%
 
29.79280.9%
 
30.47920.7%
 
18.37850.7%
 
Other values (431)2419022.5%
 
(Missing)2824526.3%
 
ValueCountFrequency (%) 
-18.41200.1%
 
-16.86< 0.1%
 
-151200.1%
 
-13.26< 0.1%
 
-136< 0.1%
 
-12.96< 0.1%
 
-12.79< 0.1%
 
-12.618< 0.1%
 
-12.33< 0.1%
 
-126< 0.1%
 
ValueCountFrequency (%) 
45.11< 0.1%
 
43.63< 0.1%
 
43.14< 0.1%
 
432< 0.1%
 
42.81< 0.1%
 
42.31< 0.1%
 
41.92< 0.1%
 
41.74< 0.1%
 
41.62< 0.1%
 
41.52< 0.1%
 

Outdoor monthly air temperature (¡F)
Real number (ℝ)

HIGH CORRELATION
MISSING

Distinct728
Distinct (%)0.9%
Missing28247
Missing (%)26.3%
Infinite0
Infinite (%)0.0%
Mean63.38353837
Minimum-1.1
Maximum113.1
Zeros0
Zeros (%)0.0%
Memory size840.6 KiB

Quantile statistics

Minimum-1.1
5-th percentile39
Q150
median62.7
Q377
95-th percentile88.9
Maximum113.1
Range114.2
Interquartile range (IQR)27

Descriptive statistics

Standard deviation17.92584014
Coefficient of variation (CV)0.2828153902
Kurtosis-0.2847726404
Mean63.38353837
Median Absolute Deviation (MAD)12.7
Skewness-0.1816810596
Sum5028596.4
Variance321.3357446
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
391151310.7%
 
61106009.9%
 
62.724932.3%
 
73.424362.3%
 
7719451.8%
 
7217191.6%
 
70.916941.6%
 
87.416731.6%
 
80.616041.5%
 
82.416021.5%
 
66.214701.4%
 
64.414121.3%
 
7913721.3%
 
5012811.2%
 
100.512391.2%
 
85.111891.1%
 
55.811011.0%
 
55.410721.0%
 
65.39900.9%
 
87.69800.9%
 
85.59210.9%
 
558390.8%
 
75.27990.7%
 
86.77850.7%
 
64.97830.7%
 
Other values (703)2582424.0%
 
(Missing)2824726.3%
 
ValueCountFrequency (%) 
-1.11200.1%
 
1.86< 0.1%
 
51200.1%
 
8.26< 0.1%
 
8.66< 0.1%
 
8.76< 0.1%
 
9.19< 0.1%
 
9.318< 0.1%
 
9.83< 0.1%
 
10.46< 0.1%
 
ValueCountFrequency (%) 
113.11< 0.1%
 
110.43< 0.1%
 
109.63< 0.1%
 
109.51< 0.1%
 
109.32< 0.1%
 
109.11< 0.1%
 
108.11< 0.1%
 
107.42< 0.1%
 
1074< 0.1%
 
106.92< 0.1%
 

Database
Categorical

HIGH CORRELATION

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size840.6 KiB
Database 2
81967 
Database 1
25616 
ValueCountFrequency (%) 
Database 28196776.2%
 
Database 12561623.8%
 
Frequencies of value counts

Unique

Unique0 ?
Unique (%)0.0%
Histogram of lengths of the category

Length

Max length10
Median length10
Mean length10
Min length10

Overview of Unicode Properties

Unique unicode characters9
Unique unicode categories4 ?
Unique unicode scripts2 ?
Unique unicode blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
a32274930.0%
 
D10758310.0%
 
t10758310.0%
 
b10758310.0%
 
s10758310.0%
 
e10758310.0%
 
10758310.0%
 
2819677.6%
 
1256162.4%
 

Most occurring categories

ValueCountFrequency (%) 
Lowercase Letter75308170.0%
 
Uppercase Letter10758310.0%
 
Space Separator10758310.0%
 
Decimal Number10758310.0%
 

Most frequent Uppercase Letter characters

ValueCountFrequency (%) 
D107583100.0%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
a32274942.9%
 
t10758314.3%
 
b10758314.3%
 
s10758314.3%
 
e10758314.3%
 

Most frequent Space Separator characters

ValueCountFrequency (%) 
107583100.0%
 

Most frequent Decimal Number characters

ValueCountFrequency (%) 
28196776.2%
 
12561623.8%
 

Most occurring scripts

ValueCountFrequency (%) 
Latin86066480.0%
 
Common21516620.0%
 

Most frequent Latin characters

ValueCountFrequency (%) 
a32274937.5%
 
D10758312.5%
 
t10758312.5%
 
b10758312.5%
 
s10758312.5%
 
e10758312.5%
 

Most frequent Common characters

ValueCountFrequency (%) 
10758350.0%
 
28196738.1%
 
12561611.9%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII1075830100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
a32274930.0%
 
D10758310.0%
 
t10758310.0%
 
b10758310.0%
 
s10758310.0%
 
e10758310.0%
 
10758310.0%
 
2819677.6%
 
1256162.4%
 

Interactions

Correlations

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Missing values

Sample

First rows

Publication (Citation)Data contributorYearSeasonKoppen climate classificationClimateCityCountryBuilding typeCooling startegy_building levelCooling startegy_operation mode for MM buildingsHeating strategy_building levelAgeSexThermal sensationThermal sensation acceptabilityThermal preferenceAir movement acceptabilityAir movement preferenceThermal comfortPMVPPDSETCloMetactivity_10activity_20activity_30activity_60Air temperature (¡C)Air temperature (¡F)Ta_h (¡C)Ta_h (¡F)Ta_m (¡C)Ta_m (¡F)Ta_l (¡C)Ta_l (¡F)Operative temperature (¡C)Operative temperature (¡F)Radiant temperature (¡C)Radiant temperature (¡F)Globe temperature (¡C)Globe temperature (¡F)Tg_h (¡C)Tg_h (¡F)Tg_m (¡C)Tg_m (¡F)Tg_l (¡C)Tg_l (¡F)Relative humidity (%)Humidity preferenceHumidity sensationAir velocity (m/s)Air velocity (fpm)Velocity_h (m/s)Velocity_h (fpm)Velocity_m (m/s)Velocity_m (fpm)Velocity_l (m/s)Velocity_l (fpm)Subject«s height (cm)Subject«s weight (kg)Blind (curtain)FanWindowDoorHeaterOutdoor monthly air temperature (¡C)Outdoor monthly air temperature (¡F)Database
0Kwok, Alison G., and Chungyoon Chun. "Thermal comfort in Japanese schools."ÊSolar EnergyÊ74.3 (2003): 245-252.Kwok Alison2000.0SummerCfaHumid subtropicalTokyoJapanClassroomAir ConditionedNaNNaN15.0Female-0.51.0warmer1.0no change5NaNNaNNaN0.25NaNNaNNaNNaNNaN24.275.624.275.6NaNNaNNaNNaNNaNNaNNaNNaN24.075.224.075.2NaNNaNNaNNaN50.2NaNNaN0.0611.81NaNNaNNaNNaNNaNNaN162.0NaNNaNNaNNaNNaNNaN25.077.0Database 2
1Kwok, Alison G., and Chungyoon Chun. "Thermal comfort in Japanese schools."ÊSolar EnergyÊ74.3 (2003): 245-252.Kwok Alison2000.0SummerCfaHumid subtropicalTokyoJapanClassroomAir ConditionedNaNNaN15.0Female-2.11.0no change1.0no change5NaNNaNNaN0.25NaNNaNNaNNaNNaN24.275.624.275.6NaNNaNNaNNaNNaNNaNNaNNaN24.075.224.075.2NaNNaNNaNNaN50.2NaNNaN0.0611.81NaNNaNNaNNaNNaNNaN154.0NaNNaNNaNNaNNaNNaN25.077.0Database 2
2Kwok, Alison G., and Chungyoon Chun. "Thermal comfort in Japanese schools."ÊSolar EnergyÊ74.3 (2003): 245-252.Kwok Alison2000.0SummerCfaHumid subtropicalTokyoJapanClassroomAir ConditionedNaNNaN15.0Male0.51.0no change1.0more6NaNNaNNaN0.27NaNNaNNaNNaNNaN24.275.624.275.6NaNNaNNaNNaNNaNNaNNaNNaN24.075.224.075.2NaNNaNNaNNaN50.2NaNNaN0.0611.81NaNNaNNaNNaNNaNNaN173.0NaNNaNNaNNaNNaNNaN25.077.0Database 2
3Kwok, Alison G., and Chungyoon Chun. "Thermal comfort in Japanese schools."ÊSolar EnergyÊ74.3 (2003): 245-252.Kwok Alison2000.0SummerCfaHumid subtropicalTokyoJapanClassroomAir ConditionedNaNNaN14.0Female-2.50.0no change1.0less4NaNNaNNaN0.23NaNNaNNaNNaNNaN24.275.624.275.6NaNNaNNaNNaNNaNNaNNaNNaN24.075.224.075.2NaNNaNNaNNaN50.2NaNNaN0.0611.81NaNNaNNaNNaNNaNNaN167.0NaNNaNNaNNaNNaNNaN25.077.0Database 2
4Kwok, Alison G., and Chungyoon Chun. "Thermal comfort in Japanese schools."ÊSolar EnergyÊ74.3 (2003): 245-252.Kwok Alison2000.0SummerCfaHumid subtropicalTokyoJapanClassroomAir ConditionedNaNNaN15.0Male-0.51.0no change1.0no change6NaNNaNNaN0.34NaNNaNNaNNaNNaN24.275.624.275.6NaNNaNNaNNaNNaNNaNNaNNaN24.075.224.075.2NaNNaNNaNNaN50.2NaNNaN0.0611.81NaNNaNNaNNaNNaNNaN178.0NaNNaNNaNNaNNaNNaN25.077.0Database 2
5Kwok, Alison G., and Chungyoon Chun. "Thermal comfort in Japanese schools."ÊSolar EnergyÊ74.3 (2003): 245-252.Kwok Alison2000.0SummerCfaHumid subtropicalTokyoJapanClassroomAir ConditionedNaNNaN14.0Female1.01.0no change0.0no change1NaNNaNNaN0.23NaNNaNNaNNaNNaN24.275.624.275.6NaNNaNNaNNaNNaNNaNNaNNaN24.075.224.075.2NaNNaNNaNNaN50.2NaNNaN0.0611.81NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN25.077.0Database 2
6Kwok, Alison G., and Chungyoon Chun. "Thermal comfort in Japanese schools."ÊSolar EnergyÊ74.3 (2003): 245-252.Kwok Alison2000.0SummerCfaHumid subtropicalTokyoJapanClassroomAir ConditionedNaNNaN15.0Male-1.01.0no change1.0no change5NaNNaNNaN0.27NaNNaNNaNNaNNaN24.275.624.275.6NaNNaNNaNNaNNaNNaNNaNNaN24.075.224.075.2NaNNaNNaNNaN50.2NaNNaN0.0611.81NaNNaNNaNNaNNaNNaN164.0NaNNaNNaNNaNNaNNaN25.077.0Database 2
7Kwok, Alison G., and Chungyoon Chun. "Thermal comfort in Japanese schools."ÊSolar EnergyÊ74.3 (2003): 245-252.Kwok Alison2000.0SummerCfaHumid subtropicalTokyoJapanClassroomAir ConditionedNaNNaN15.0Female-1.51.0no change1.0no change4NaNNaNNaN0.43NaNNaNNaNNaNNaN24.275.624.275.6NaNNaNNaNNaNNaNNaNNaNNaN24.075.224.075.2NaNNaNNaNNaN50.2NaNNaN0.0611.81NaNNaNNaNNaNNaNNaN150.0NaNNaNNaNNaNNaNNaN25.077.0Database 2
8Kwok, Alison G., and Chungyoon Chun. "Thermal comfort in Japanese schools."ÊSolar EnergyÊ74.3 (2003): 245-252.Kwok Alison2000.0SummerCfaHumid subtropicalTokyoJapanClassroomAir ConditionedNaNNaN14.0Female-3.00.0cooler1.0no change3NaNNaNNaN0.30NaNNaNNaNNaNNaN24.275.624.275.6NaNNaNNaNNaNNaNNaNNaNNaN24.075.224.075.2NaNNaNNaNNaN50.2NaNNaN0.0611.81NaNNaNNaNNaNNaNNaN157.0NaNNaNNaNNaNNaNNaN25.077.0Database 2
9Kwok, Alison G., and Chungyoon Chun. "Thermal comfort in Japanese schools."ÊSolar EnergyÊ74.3 (2003): 245-252.Kwok Alison2000.0SummerCfaHumid subtropicalTokyoJapanClassroomAir ConditionedNaNNaN13.0Male0.01.0no change1.0more5NaNNaNNaN0.27NaNNaNNaNNaNNaN24.275.624.275.6NaNNaNNaNNaNNaNNaNNaNNaN24.075.224.075.2NaNNaNNaNNaN50.2NaNNaN0.0611.81NaNNaNNaNNaNNaNNaN174.0NaNNaNNaNNaNNaNNaN25.077.0Database 2

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Publication (Citation)Data contributorYearSeasonKoppen climate classificationClimateCityCountryBuilding typeCooling startegy_building levelCooling startegy_operation mode for MM buildingsHeating strategy_building levelAgeSexThermal sensationThermal sensation acceptabilityThermal preferenceAir movement acceptabilityAir movement preferenceThermal comfortPMVPPDSETCloMetactivity_10activity_20activity_30activity_60Air temperature (¡C)Air temperature (¡F)Ta_h (¡C)Ta_h (¡F)Ta_m (¡C)Ta_m (¡F)Ta_l (¡C)Ta_l (¡F)Operative temperature (¡C)Operative temperature (¡F)Radiant temperature (¡C)Radiant temperature (¡F)Globe temperature (¡C)Globe temperature (¡F)Tg_h (¡C)Tg_h (¡F)Tg_m (¡C)Tg_m (¡F)Tg_l (¡C)Tg_l (¡F)Relative humidity (%)Humidity preferenceHumidity sensationAir velocity (m/s)Air velocity (fpm)Velocity_h (m/s)Velocity_h (fpm)Velocity_m (m/s)Velocity_m (fpm)Velocity_l (m/s)Velocity_l (fpm)Subject«s height (cm)Subject«s weight (kg)Blind (curtain)FanWindowDoorHeaterOutdoor monthly air temperature (¡C)Outdoor monthly air temperature (¡F)Database
107573Kwok, A.G. "Thermal Comfort in Tropical Classrooms." ASHRAE Trans., V. 104 (1), 1998.Alison Kwok1996.0WinterAsTropical dry savannaHonoluluUSAClassroomAir ConditionedNaNNaN15.0Female-0.51.0warmerNaNno change6NaNNaNNaN0.561.2NaNNaNNaNNaNNaNNaN22.271.9NaNNaNNaNNaN22.171.9NaNNaN22.171.822.171.8NaNNaNNaNNaN67.4NaNNaNNaNNaN0.1427.16NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNDatabase 1
107574Kwok, A.G. "Thermal Comfort in Tropical Classrooms." ASHRAE Trans., V. 104 (1), 1998.Alison Kwok1996.0WinterAsTropical dry savannaHonoluluUSAClassroomAir ConditionedNaNNaN16.0Male-0.11.0no changeNaNmore5NaNNaNNaN0.441.2NaNNaNNaNNaNNaNNaN22.271.9NaNNaNNaNNaN22.171.9NaNNaN22.171.822.171.8NaNNaNNaNNaN67.4NaNNaNNaNNaN0.1427.16NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNDatabase 1
107575Kwok, A.G. "Thermal Comfort in Tropical Classrooms." ASHRAE Trans., V. 104 (1), 1998.Alison Kwok1996.0WinterAsTropical dry savannaHonoluluUSAClassroomAir ConditionedNaNNaN16.0Female-1.01.0no changeNaNmore5NaNNaNNaN0.251.2NaNNaNNaNNaNNaNNaN22.271.9NaNNaNNaNNaN22.171.9NaNNaN22.171.822.171.8NaNNaNNaNNaN67.4NaNNaNNaNNaN0.1427.16NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNDatabase 1
107576Kwok, A.G. "Thermal Comfort in Tropical Classrooms." ASHRAE Trans., V. 104 (1), 1998.Alison Kwok1996.0WinterAsTropical dry savannaHonoluluUSAClassroomAir ConditionedNaNNaN16.0Male0.01.0no changeNaNno change5NaNNaNNaN0.461.2NaNNaNNaNNaNNaNNaN22.271.9NaNNaNNaNNaN22.171.9NaNNaN22.171.822.171.8NaNNaNNaNNaN67.4NaNNaNNaNNaN0.1427.16NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNDatabase 1
107577Kwok, A.G. "Thermal Comfort in Tropical Classrooms." ASHRAE Trans., V. 104 (1), 1998.Alison Kwok1996.0WinterAsTropical dry savannaHonoluluUSAClassroomAir ConditionedNaNNaN15.0Female-0.51.0no changeNaNno change4NaNNaNNaN0.631.2NaNNaNNaNNaNNaNNaN22.271.9NaNNaNNaNNaN22.171.9NaNNaN22.171.822.171.8NaNNaNNaNNaN67.4NaNNaNNaNNaN0.1427.16NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNDatabase 1
107578Kwok, A.G. "Thermal Comfort in Tropical Classrooms." ASHRAE Trans., V. 104 (1), 1998.Alison Kwok1996.0WinterAsTropical dry savannaHonoluluUSAClassroomAir ConditionedNaNNaN17.0Female-2.11.0no changeNaNmore5NaNNaNNaN0.591.2NaNNaNNaNNaNNaNNaN22.271.9NaNNaNNaNNaN22.171.9NaNNaN22.171.822.171.8NaNNaNNaNNaN67.4NaNNaNNaNNaN0.1427.16NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNDatabase 1
107579Kwok, A.G. "Thermal Comfort in Tropical Classrooms." ASHRAE Trans., V. 104 (1), 1998.Alison Kwok1996.0WinterAsTropical dry savannaHonoluluUSAClassroomAir ConditionedNaNNaN15.0Female-0.51.0no changeNaNno change5NaNNaNNaN0.441.2NaNNaNNaNNaNNaNNaN22.271.9NaNNaNNaNNaN22.171.9NaNNaN22.171.822.171.8NaNNaNNaNNaN67.4NaNNaNNaNNaN0.1427.16NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNDatabase 1
107580Kwok, A.G. "Thermal Comfort in Tropical Classrooms." ASHRAE Trans., V. 104 (1), 1998.Alison Kwok1996.0WinterAsTropical dry savannaHonoluluUSAClassroomAir ConditionedNaNNaN16.0Female-1.01.0no changeNaNmore5NaNNaNNaN0.371.2NaNNaNNaNNaNNaNNaN22.271.9NaNNaNNaNNaN22.171.9NaNNaN22.171.822.171.8NaNNaNNaNNaN67.4NaNNaNNaNNaN0.1427.16NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNDatabase 1
107581Kwok, A.G. "Thermal Comfort in Tropical Classrooms." ASHRAE Trans., V. 104 (1), 1998.Alison Kwok1996.0WinterAsTropical dry savannaHonoluluUSAClassroomAir ConditionedNaNNaN16.0Male1.01.0coolerNaNno change4NaNNaNNaN0.801.2NaNNaNNaNNaNNaNNaN22.271.9NaNNaNNaNNaN22.171.9NaNNaN22.171.822.171.8NaNNaNNaNNaN67.4NaNNaNNaNNaN0.1427.16NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNDatabase 1
107582Kwok, A.G. "Thermal Comfort in Tropical Classrooms." ASHRAE Trans., V. 104 (1), 1998.Alison Kwok1996.0WinterAsTropical dry savannaHonoluluUSAClassroomAir ConditionedNaNNaN16.0Female0.61.0coolerNaNmore5NaNNaNNaN0.291.2NaNNaNNaNNaNNaNNaN22.271.9NaNNaNNaNNaN22.171.9NaNNaN22.171.822.171.8NaNNaNNaNNaN67.4NaNNaNNaNNaN0.1427.16NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNDatabase 1